Final - Aalto · August 20th Time Room 1 Room 2 Room 3 Room 4 Room 5 Room 10 Room 11 Room 12 Room...

IEEE TrustCom-BigDataSE-ISPA 2015AUGUST 20-22, 2015, HELSINKI, FINLAND

The 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom-15)

The 9th IEEE International Conference on Big Data Science and Engineering (IEEE BigDataSE-15)

The 13th IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA-15)

Final program

Photo

: Matti T

irri

Conference Venue Crowne Plaza, 2nd floor

Registration

Coffee Break

Lunch & Welcome Reception

FEDERATION OF FINNISH LEARNED SOCIETIES

Organizers, Patrons and Partners 3

Program at a Glance 4

Organization Committees 6

General Chairs’ Welcome Note 9

Presentation of Hosts 10

Keynote Speakers

Thursday, August 20 12

Friday, August 21 14

Saturday, August 22 16

Technical Symposia




Workshops




Tutorials



Panel Discussion: Trustworthy Data Fusion and Analytics 41

General Information 42

Social Events 44

Organizers, Patrons and Partners

Contents

Organizers

Gold patron

Bronze patrons

Partners

3

Program at a Glance

IEEE-TrustCom-BigDataSE-ISPA 2015 4

Legend

TrustCom S International Conference on Security in Computing and Communications, Security Track

TrustCom T International Conference on Trust in Computing and Communications, Trust Track

TrustCom P International Conference on Privacy in Computing and Communications, Privacy Track

BigDataSE International Conference on Big Data Science and Engineering

ISPA International Symposium on Parallel and Distributed Processing with Applications

TrustCom workshops

EFINS International Workshop on the Emerging Future Internet and Network Security

RATSP International Symposium on Recent Advances of Trust, Security and Privacy in Computing and Communications

TrustSoft International Workshop on Trustworthy Software Systems

TSCloud International Symposium on Trust and Security in Cloud Computing

SpaloT International Symposium on Security, Privacy and Anonymity in Internet of Things

IW5GS International Workshop on 5G Security

UbiSafe International Symposium on UbiSafe Computing

TrustWSN International Workshop on Trust and Security in Wireless Sensor Networks

BigDataSE workshops

CPBD International Workshop on Classification Problems Embedded in the Nature of Big Data

RTStreams International Workshop on Real Time Data Stream Analytics

DTWSM International Workshop on Data, Text, Web, and Social Network Mining

ISPA workshops

PBio International Workshop on Parallelism in Bioinformatics

RePara International Workshop on Reengineering for Parallelism in Heterogeneous Parallel Platforms

DIAS International Workshop on Distributed Intelligent Automation Systems

PET Privacy Engineering Tutorial

CES Customer Switching Tutorial

August 20thTime Room 1 Room 2 Room 3 Room 4 Room 5 Room 10 Room 11 Room 12 Room 14 Room 15 LUMO8:15- 8:45

Opening of the Conference

8:45- 9:30

Keynote: Distinguished Professor Yi Pan (Rooms 1–3)

9:30-10:15

Keynote: Professor V. Piuri, IEEE Fellow (Rooms 1–3)

10:15-10:45

Morning Coffee

10:45-12:30

Trust- Com S

Trust- Com S

RePara TSCloud TrustSoft RATSP TrustWSN PBio RATSP ISPA Big- DataSE

12:30-13:50

Lunch

13:50-15:35

Trust- Com S

Trust- Com T

RePara TSCloud TrustSoft RATSP TrustWSN PBio RATSP ISPA Big- DataSE

15:35-16:05

Afternoon Coffee

16:05-17:50

Trust- Com S

Trust- Com T

Trust- Com P

TSCloud SpaloT RATSP TrustWSN PBio RATSP ISPA Big- DataSE

18:15 -20:00

Welcome Reception (Crowne Plaza)

August 21stTime Room 1 Room 2 Room 3 Room 4 Room 5 Room 10 Room 11 Room 12 Room 14 Room 15 LUMO8:15- 9:00

Keynote: Nokia: Lauri Oksanen (Rooms 1–3)

9:00- 9:45

Keynote: F-Secure: Mikko Hyppönen (Rooms 1–3)

9:45-10:05

Morning Coffee

10:05-11:50

Trust- Com S

Trust- Com T

Trust- Com P

IW5GS DIAS RATSP UbiSafe ISPA RATSP PET Big- DataSE

11:50-13:10

Lunch

13:10-14:55

Trust- Com S

Trust- Com T

Trust- Com P

IW5GS DIAS RATSP UbiSafe DTWSM RATSP PET CPBD

14:55-15:15

Afternoon Coffee

15:15-17:00

Trust- Com S

Trust- Com S

Trust- Com P

IW5GS SpaloT RATSP CES EFINS RATSP PET CPBD/ RTSreams

17:15-18:15

Panel: Trustworthy data fusion and analytics

19:00 -22:30

Gala Dinner (Pörssitalo)

August 22ndTime Room 1 Room 2 Room 3 Room 4 Room 5 Room 10 Room 11 Room 12 Room 14 Room 15 LUMO8:30- 9:15

Keynote: Professor R.Deng (Rooms 1–3)

9:15-10:00

Keynote: Professor W. Pedrycz, IEEE Fellow (Rooms 1–3)

10:00-10:20

Morning Coffee

10:20-12:05

Trust - Com S

CES EFINS Trust- Com S

RTStreams

12:05-12:35

Closing of the Conference

12:35-13:45

Lunch

Program

5 IEEE-TrustCom-BigDataSE-ISPA 2015


Organizing CommitteesTrustCom 2015

General ChairsValtteri Niemi, University of Helsinki, Finland

Raimo Kantola, Aalto University, Finland

Program ChairsZheng Yan, Xidian University, China Peter Mueller, IBM Zurich, Switzerland

Program Vice-ChairsTrust Track ChairXinyi Huang, Fujian Normal University, China

Security Track ChairXiangjian (Sean) He, University of Technology, Sydney, Australia

Privacy Track ChairMarinella Petrocchi, Istituto di Informatica e Telematica, CNR, Italy

Steering CommitteeSteering Co-ChairsGuojun Wang, Central South University, China (Chair)Laurence T. Yang, St. Francis Xavier University, Canada (Chair)

Steering Committee (in alphabetical order)Jiannong Cao, Hong Kong Polytechnic University, Hong KongHsiao-Hwa Chen, National Cheng Kung University, TaiwanMinyi Guo, Shanghai Jiao Tong University, ChinaWeijia Jia, City University of Hong Kong, Hong KongJie Li, University of Tsukuba, JapanJianhua Ma, Hosei University, JapanGregorio Martinez, University of Murcia, SpainPeter Mueller, IBM Zurich Research Laboratory, SwitzerlandMaria S. Perez-Hernandez, Universidad Politecnica de Madrid, SpainIndrakshi Ray, Colorado State University, USASrinivas Sampalli, Dalhousie University, CanadaKouichi Sakurai, Kyushu University, JapanBhavani Thuraisingham, The University of Texas at Dallas, USAJie Wu, Temple University, USAWanlei Zhou, Deakin University, Australia

Publicity ChairsIoanna Dionysiou, University of Nicosia, CyprusJin Li, Guangzhou University, China Marinella Petrocchi, Istituto di Informatica e Telematica, CNR, ItalyTanveer A Zia, Charles Sturt University, Australia


Workshop ChairsMatti Hämäläinen, Digile, FinlandXinyi Huang, Fujian Normal University, China Igor Kotenko, SPIIRAS, Russia

Finance ChairRaimo Kantola, Aalto University, Finland

Web ChairJesús Llorente Santos, Aalto University, Finland

BigDataSE 2015

General ChairsFrancisco Herrera, University of Granada, Spain

Zheng Yan, Xidian University, China

Moncef Gabbouj, Tampere University of Technology, Finland

Program ChairsNitesh Chawla, University of Notre Dame, USABarbara Hammer, Bielefeld University, Germany

Steering Committee Jinjun Chen, University of Technology Sydney, Australia (Chair)Laurence T. Yang, St Francis Xavier University, Canada (Chair)Stephen Crago, University of Southern California, USASchahram Dustdar, Vienna University of Technology, AustriaIan Foster, Argonne National Laboratory, USAGeoffrey Fox, Indiana University, USAMinyi Guo, Shanghai Jiaotong University, ChinaRunhe Huang, Hosei University, JapanManish Parashar, Rutgers University, USAJian Pei, Simon Fraser University, CanadaJie Wu, Temple University, USAAlbert Zomaya, The University of Sydney, Australia

Publicity ChairsTianrui Li, Southwest Jiaotong University, ChinaJunze Wang, HUST, China

Organizing Committees


Workshop ChairsAlvin Chin, Microsoft, ChinaMaria José del Jesus, University of Jaén, SpainJun Liu, Xi’an Jiaotong University, China

Local Organizing and Finance ChairRaimo Kantola, Aalto University, Finland

Web ChairJesús Llorente Santos, Aalto University, Finland

ISPA 2015

General Chairs Raimo Kantola, Aalto University, Finland

Zhiyong Liu, Chinese Academy of Science, China

Program Chairs Simone Campanoni, Harvard University, USA Antonio Fernández Anta, IMDEA, SpainMartina Maggio, Lund University, Sweden

Steering Committee Steering Chairs Minyi Guo, Shanghai Jiao Tong University, China (Chair) Laurence T. Yang, St. Francis Xavier University, Canada Chair)

Publicity Chairs Hsi-Ya Chang, National Center for High-performance Computing (NCHC), Taiwan Matti Hämäläinen, Digile, Finland Hai Jin, Huazhong University of Science and Technology, China

Workshop Chairs Hannu-Matti Järvinen, TUT, Finland Peng Zhang, XUPT, China

Organizing Committees


General Chairs’ Welcome NoteIt is our great pleasure to welcome you to the Joint 14th IEEE Interna-tional Conference on Trust, Security and Privacy in Computing and Com-munications, 13th IEEE International Symposium on Parallel and Distri-buted Processing with Applications and 9th IEEE International Conference on Big Data Science and Engineering (IEEE TrustCom-BigDataSE- ISPA 2015) sponsored by IEEE and IEEE Computer Society, and endorsed by IEEE Technical Committee on Scalable Computing (TCSC) and IEEE Circuits and Systems Society Technical Committee on Digital Signal Processing. The host of the Conference is Aalto University, Finland and ISN - the State Key Lab of Integrated Service Networks of Xidian University, China is the co-organizer.

The technical program committee worked hard to guarantee a successful conference. More than 500 papers were submitted to the main conferences and the 14 different workshops and symposia organized in conjunction with the Conference. We wish to thank the authors of all submitted papers for choosing IEEE TrustCom-BigDataSE- ISPA 2015 as the forum to present their work.

Highly qualified program committee members of each conference and workshop conducted a thorough review of the papers. The proceedings of the Conference will be published by the Computer Society Press (CPS) and the IEEE Explore.

The Conference combines timely and highly relevant topics for academia and industry: Cyber security, Big Data and distributed and parallel processing. The timing is heightened by the context of the current and future research towards the 5th Generation mobile system (5G) as well as the broad topic of digitalization of business and the public sector. High industry relevance is confirmed by the fact that several companies, Nokia, SSH Communications Security and Ericsson are here as Patrons of the event. A special partner of the event is Tekes – the technology and innovation agency funding both aca-demia and companies in Finland. Tekes’ interest is explained by the fact that it is now implementing several research and innovation programs in the area of the Conference. We hope you will take the opportunity to meet the representatives of the Patron companies and Tekes here at the Conference and explore potential common interests. Additional financial support from the Federation of Finnish Learned Societes is acknowledged.

The local organizers were fortunate and delighted to work with the Steering Chairs Prof. Laurence T. Yang (St. Francis Xavier University, Canada), Prof. Guojun Wang (Central South University, China), and Prof. Jinjun Chen (University of Technology Sydney, Australia). We sincerely appreciate their constant support and guidance. Also, we would like to express our gratitude to the local team for managing the Conference website, and the practical arrangements.

We expect this conference to be a highly stimulating event to foster inter-esting discussions as well as useful interaction between researchers and prac-titioners, and to provide an excellent forum for exchanging and developing new ideas in the field of trust, security and privacy, distributed and parallel processing and Big Data.

Besides enjoying the Conference, while in Helsinki, we hope that you will take the opportunity to enjoy the cultural delights of Helsinki.

Prof. Raimo Kantola, Aalto University, FinlandProf. Zheng Yan, Xidian University, China, Aalto University, FinlandProf. Valtteri Niemi, Helsinki UniversityFrancisco Herrera, University of Granada, SpainMoncef Gabbouj, Tampere University of Technology, FinlandZhiyong Liu, Chinese Academy of Science, China


Presentation of HostsAalto UniversityAalto University is a new multidisciplinary science and art community in the fields of science, economics, and art and design. The University is founded on Finnish strengths, and its goal is to develop as a unique entity to become one of the world’s top universities. Aalto University’s cornerstones are its strengths in education and research. At the new University, there are 20,000 basic degree and graduate students as well as a staff of 5,000 of which 380 are professors.

Key research areasThe cornerstones of Aalto University research are four fundamental competence areas:

1. ICT and digitalization2. Materials and sustainable use of natural resources3. Global business dynamics4. Art and design knowledge building

In addition to these areas, Aalto University invests in three integrative multi-disciplinary themes that focus on solving challenges that are important glo-bally and for the Finnish economy.

5. Advanced energy solutions6. Health and wellbeing7. Human-centred living environments.

Aalto University’s seven key research areas consist of four fundamental com-petence areas and three integrative multidisciplinary themes.

The key research areas particularly relate to promoting and maintaining Finnish competitiveness and welfare through renewal and entrepreneurship. They define university’s academic profile by guiding its tenure track alloca-tions, major university-level research initiatives, infrastructure investments, educational activities, and other investments.

Photos: Aalto University


ISN State Key LaboratoryThe State Key Laboratory of ISN is the high-level scientific research base in the field of communication in China and the high-level talents training base. It got the project plan approval by the State Planning Commission in 1989, began its construction in 1991, passed the state acceptance check in October, 1995 and was formally put into open operation. The Laboratory occupies a floorage of more than 6000 square meters and has about 50 permanent rese-archers.

Relying mainly on the national key discipline ”communication and infor-mation system”, and supported by the disciplines ”signal and information processing”, ”cryptography”, and ”military communication studies”, the Labo-ratory is orientated to high-level applied basic research in the field of commu-nication. It makes researches chiefly on theories and key technologies of new-type communication networks, including new concepts and new systems of communication network and exchange, the theory and methods of source-channel coding and network coding, the theory and methods of high-speed information transmission, the theory and technology of information security, and special kinds of communication system.

The Laboratory has undertaken over 100 national-grade research pro-jects from the national ”973 Program”, ”863 Program”, the National Natural Science Foundation, and the national defense advance research. It has born a batch of representative fruits in the research on the broad-band wireless self-organized network, the high-speed exchange structure and system of the high-performance broad-band information network, high-efficient real-time image compression coding, high-speed wireless transmission and coding technique, and the design and application of high-security codes. It has won 1 Second National Technology Invention Award, 2 Second National Science and Technology Progress Awards, 7 provincial/ministerial-level science and technology awards, and 1 National Friendship Award. It has published over 900 papers in domestic and foreign journals, of which over 400 have been indexed by the SCI and EI, and about 400 papers at the international confe-rences, of which more than 200 have been indexed by the ISTP.


Dr. Yi PanDistinguished University Professor and Associate DeanDepartment of Computer ScienceGeorgia State UniversityAtlanta, Georgia, USA

ABSTRACT: Cloud computing has emerged rapidly as a growing paradigm of on-demand access to computing, data and software utilities using a usage-based billing model. Many massive data applications including database applications and web searching should be the ideal applications on cloud platforms. However, many legacy scientific computing codes are written in traditional parallel programming languages such as MPI and OpenMP and cannot be executed on these cloud platforms. With the current cloud pro-gramming models, complicated scientific computing algorithms cannot be implemented easily and executed efficiently on many cloud platforms. In this talk, I will give a review of different massively parallel computing platforms and compare various computing domains and programming models on these platforms. In particular, I will point out the shortcomings and limitations of current cloud computing programming models for typical scientific compu-ting algorithms, and propose possible solutions. Current cloud models such as MapReduce or Spark and their variants have succeeded in data-parallel applications such as database operations and web searching; however, they are still not effective for applications with a lot of data dependency such as scientific computing applications. We propose several approaches to solving this problem through extension of current programming models, automatic translation from sequential codes to cloud codes, simple API and framework built on current cloud models and traditional models such as MPI, detection of data and task parallelism, and their efficient scheduling. Some preliminary theoretical and experimental results will also be reported in this talk.

BIO: Dr. Yi Pan is a Distinguished University Professor of the Department of Computer Science and an Interim Associate Dean of Arts and Sciences and an Interim Chair of Biology at Georgia State University, USA. Dr. Pan received his B.Eng. and M.Eng. degrees in computer engineering from Tsinghua Uni-versity, China, in 1982 and 1984, respectively, and his Ph.D. degree in com-puter science from the University of Pittsburgh, USA, in 1991. His profile has been featured as a distinguished alumnus in both Tsinghua Alumni News-letter and University of Pittsburgh CS Alumni Newsletter. Dr. Pan’s research interests include parallel and cloud computing, wireless networks, and bio-informatics. Dr. Pan has published more than 170 journal papers with over 50 papers published in various IEEE journals. In addition, he has published over 170 papers in refereed conferences. He has also co-authored/co-edited 40 books. His work has been cited more than 4000 times. Dr. Pan has served as an editor-in-chief or editorial board member for 15 journals including 7 IEEE Transactions. He is the recipient of many awards including IEEE Transactions Best Paper Award, IBM Faculty Award, JSPS Senior Invitation Fellowship, IEEE BIBE Outstanding Achievement Award, NSF Research Opportunity Award, and AFOSR Summer Faculty Research Fellowship. He has organized many international conferences and delivered over 40 keynote speeches at various international conferences around the world.

Keynote SpeakersThursday, August 20

8:45-9:30 Scientific Computing on Cloud Platforms –

Issues and Solutions

Session chair: TBA


Prof. Vincenzo PiuriIEEE fellowIEEE Vice President on Technical ActivitiesEiC of IEEE Systems Journal

ABSTRACT: Automation of border control gates, as well as easy identifica-tion in a variety of daily-life applications (ranging, e.g., from home banking to e-commerce and e-government), requires a high degree of confidence in the identification. Modern solutions are based on biometric technologies to ensure standard quality in operation, by mimicking the usual activities per-formed by humans in identifying individuals. Biometric technologies allow in fact for efficiently analyzing human traits (e.g., face, fingerprint, iris, palm) for identity management. This talk will analyze the opportunities offered by biometric technologies and their use for identity verification and recognition in automated border control systems and also in many other critical applica-tions. The characteristics of these technologies as well as their implications on the overall system will be considered. Attention will be also given to a com-prehensive system design methodology to take into account all application requirements, including the need for privacy protection.

BIO: Vincenzo PIURI has received his Ph.D. in computer engineering at Poli-tecnico di Milano, Italy (1989). He has been Associate Professor at Politecnico di Milano, Italy and Visiting Professor at the University of Texas at Austin and at George Mason University, USA. He is Full Professor in computer engi-neering (since 2000) and has been Director of the Department of Information Technology at the Università degli Studi di Milano, Italy.

His main research interests are: biometrics, signal and image processing, machine learning, pattern analysis and recognition, theory and industrial applications of neural networks, intelligent measurement systems, industrial applications, fault tolerance, digital processing architectures, embedded sys-tems, and arithmetic architectures. Original results have been published in more than 350 papers in international journals, proceedings of international conferences, books, and book chapters.

Thursday, August 20

9:30-10:15Automated Border Control Gates:

Biometric Technologies and Privacy Issues

Session chair: TBA

Keynote Speakers


Mr. Lauri OksanenVP, Research and TechnologyNokia NetworksFinland

ABSTRACT: The 5G mobile network infrastructure beyond 2020 is expected to provide the universal communication environment that will be capable of connecting everything including people, sensors, vehicles, smart meters, and many other things far beyond our current experience of connectivity. The varied applications will set high requirements to the communication services, not just in traffic capacity, data speed, and energy consumption but increa-singly also in network reliability which includes aspects of service availability and quality, security, and privacy. The presentation will assess these require-ments and introduce some key solutions.

BIO: Lauri Oksanen leads networks research activities in Nokia. He has worked in telecoms research for 30 years in both academia and industry star-ting with optics and radio access. He and his international team work with leading universities and other industry stakeholders to advance communica-tions and ICT technology. Lauri is passionate about how technology can imp-rove the lives of people and our environment.

Keynote Speakers

Friday, August 21

8:15-9:00Towards 5G, highly reliable networks

Session chair: TBA


Mr. Mikko HyppönenChief Research Officer, F-SecureFinland

ABSTRACT: There is an accelerating arms race going on in the online world. We have all extended our lives from the real world to the online world. However, our data and our privacy is being threatened by attackers in the online world. We have to fight online criminals and online hacktivists. And - a bit surprisingly - we nowadays also have to fight online attacks that are ori-ginating from governments themselves. How did we end up in this situation? Where are we going next? And what should we do? BIO: Mikko Hyppönen is the Chief Research Officer of F-Secure in Finland. He has been working with computer security for over 20 years and has fought the biggest malware outbreaks in the net. He has written on his research for the New York Times, Wired and Scientific America. Mr. Hyppönen was selected among the 50 most important people on the web in by the PC World magazine, and the Foreign Policy magazine included him on the list of ”Top 100 Global Thinkers”.

Keynote Speakers

Friday, August 21

9:00-9:45Online Arms Race

Session chair: TBA


Prof. Robert H. DengSingapore Management UniversitySingapore

ABSTRACT: To mitigate users’ privacy concerns about their data in the cloud, a common solution is to store data in encrypted form so that it will remain private even if servers are un-trusted or compromised. The encrypted data, however, must be amenable to sharing and access control. In this talk, we will first present vulnerabilities in some of the cloud based storage services and propose a new security model for access control of encrypted data in the cloud. We will then provide an overview of the solutions in the literature. In particular, we will describe some of the techniques for making sharing of enc-rypted data in the cloud scalable, efficient and privacy-preserving. BIO: Robert H. Deng has been a Professor at the School of Information Sys-tems, Singapore Management University since 2004. Prior to this, he was Principal Scientist and Manager of Infocomm Security Department, Insti-tute for Infocomm Research, Singapore. His research interests include data security and privacy, multimedia security, network and system security. He was Associate Editor of the IEEE Transactions on Information Forensics and Security from 2009 to 2012. He is currently Associate Editor of IEEE Transactions on Dependable and Secure Computing, and member of Edito-rial Board of the Journal of Computer Science and Technology (the Chinese Academy of Sciences) and the International Journal of Information Secu-rity (Springer), respectively. He is the chair of the Steering Committee of the ACM Symposium on Information, Computer and Communications Security (ASIACCS). He received the University Outstanding Researcher Award from the National University of Singapore in 1999 and the Lee Kuan Yew Fellow for Research Excellence from the Singapore Management University in 2006. He was named Community Service Star and Showcased Senior Information Security Professional by (ISC)^2 under its Asia-Pacific Information Security Leadership Achievements program in 2010.

Saturday, August 22

8:30-9:15Efficient and Privacy-Preserved Sharing

of Encrypted Data in the Cloud

Session chair: TBA

Keynote Speakers


Prof. Witold PedryczIEEE fellowEiC of Information Sciences Canada Research ChairSystems Research Institute, Polish Academy of SciencesWarsaw, Poland

ABSTRACT: Understanding complex systems or phenomena, realizing kno-wledge acquisition in the presence of huge volumes of data (big data), car-rying out reasoning mechanisms, communicating findings and making sound decisions are commonly carried at some conveniently established level of abstraction. We build some pieces of knowledge, which are typically conveyed not in the form of numbers but arise as more abstract entities – information granules. Quite commonly they are articulated in natural language, say low inflation, significant fluctuations of exchange rate, strong influence observed in social networks, etc. To make those implicit abstract entities operational, they need to be formalized in an explicit manner offered within the realm of Granular Computing.

BIO: Witold Pedrycz is a Professor and Canada Research Chair (CRC) in Computational Intelligence in the Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada. He is also with the Systems Research Institute of the Polish Academy of Sciences, Warsaw, Poland. He also holds an appointment of special professorship in the School of Computer Science, University of Nottingham, UK. In 2009 Dr. Pedrycz was elected a foreign member of the Polish Academy of Sciences. In 2012 he was elected a Fellow of the Royal Society of Canada. Witold Pedrycz has been a member of numerous program committees of IEEE conferences in the area of fuzzy sets and neurocomputing. In 2007 he received a prestigious Norbert Wiener award from the IEEE Systems, Man, and Cybernetics Council. He is a recipient of the IEEE Canada Computer Engineering Medal 2008. In 2009 he has received a Cajastur Prize for Soft Computing from the European Centre for Soft Computing for “pioneering and multifaceted contributions to Granular Computing”. In 2013 has was awarded a Killam Prize. In the same year he received a Fuzzy Pioneer Award 2013 from the IEEE Computational Intelligence Society.

Saturday, August 22

9:15-10:00Granular Computing in Data and

Knowledge Processing and System Analysis

Session chair: TBA

Keynote Speakers


Technical Symposia

Thursday, August 20

10:45-12:30 Thu.R1.1. TrustCom Security Track 1: Key Management (Room 1) Session chair: Valtteri Niemi, University of Helsinki, Finland, Email: [email protected]

Research on Key Management for Multi-Privileged Group Communications Wei Zhou, Yang Xu and Guojun Wang

Attainable Unconditional Security for Shared-Key Cryptosystems. Fabrizio Biondi, Thomas Given-Wilson and Axel Legay.

Keyword Revocable Searchable Encryption with Trapdoor Exposure Resistance and Re-generateability. Keita Emura, Phong Le Trieu and Yohei Watanabe.

RFID secure application revocation for IoT in 5G. Kai Fan, Yuanyuan Gong, Zhao Du, Hui Li and Yintang Yang.

10:45-12:30 Thu.R2.1. TrustCom Security Track 10: IoT and Wireless Security, Heterogeneous (Room 2) Session chair: Ana Goulart, Texas A&M University, Email: [email protected]

Lightweight Certificateless and Provably-Secure Signcryptosystem for the Internet of Things. Nguyen Kim Thuat, Oualha Nouha and Laurent Maryline.

Performance Evaluation in WSNs Based on Max-Plus and Time-Domain Stochastic Network Calculus. Guowei Wu, Jie Wang and Lin Yao.

Feature Interaction Problems in Smart Cards with Dynamic Application Lifecycle and their Countermeasures. Raja Naeem Akram, Konstantinos Markantonakis and Damien Sauveron.

On Using a Von Neumann Extractor in Heart-Beat-Based Security. Robert Seepers, Christos Strydis, Ioannis Sourdis and Chris I. De Zeeuw.

10:45-12:30 Thu.R15.1. Parallel and Distributed Processing with Applications (ISPA): Session I (Room 15) Session chair: TBA

Evaluating HTM for pauseless garbage collectors in Java. Maria Carpen-Amarie, Dave Dice, Patrick Marlier, Gael Thomas and Pascal Felber.

Selfish Self-Stabilizing Approach to Maximal Independent Sets. Li-Hsing Yen and Jean-Yao Huang.

Parallel SMT Solving and Concurrent Symbolic Execution. Emil Rakadjiev, Taku Shimosawa, Hiroshi Mine and Satoshi Oshima.

Identifying Hierarchical Structures in Sequences on GPU. Prashant Jalan, Arihant Jain and Subhajit Roy.

Thursday, August 20 • Technical Symposia


10:45-12:30 Thu.RL.1. Big Data Science and Engineering (BigDataSE): Analytics I (Room LUMO) Session chair: Bartosz Krawczyk, Wroclaw University of Technology.

M-PCA Binary Embedding For Approximate Nearest Neighbor Search. Ezgi Can Ozan, Serkan Kiranyaz and Moncef Gabbouj.

Large-scale classification by an Approximate Least Squares One-Class Support Vector Machine ensemble. Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas and Ioannis Pitas.

Nearest Class Vector Classification for Large-Scale Learning Problems. Alexandros Iosifidis, Anastasios Tefas and Ioannis Pitas.

Class-specific nonlinear projections using class-specific kernel spaces. Alexandros Iosifidis, Moncef Gabbouj and Petri Pekki.

13:50-15:35 Thu.R1.2. TrustCom Security Track 2: Software and OS Security (Room 1) Session chair: Ismail Adel ALTaharwa, The University of Jordan.

Identifying Unknown Android Malware with Feature Extractions and Classification Techniques. Ludovic Apvrille and Axelle Apvrille.

Loop-Oriented Programming: a New Code Reuse Attack to Bypass Modern Defenses. Bingchen Lan, Yan Li, Hao Sun, Chao Su, Yao Liu and Qingkai Zeng.

Efficient detection of zero-day Android Malware using Normalized Bernoulli Naive Bayes. Luiza Sayfullina, Emil Eirola, Dmitry Komashinsky, Paolo Palumbo, Yoan Miche, Amaury Lendasse and Juha Karhunen.

A First Look at Android Malware Traffic in First Few Minutes. Zhenxiang Chen, Hongbo Han, Qiben Yan, Bo Yang, Lizhi Peng, Lei Zhang and Jin Li.

Fast Identification of Obfuscation and Mobile Advertising in Mobile Malware Marian Kühnel, Manfred Smieschek and Ulrike Meyer.

13:50-15:35 Thu.R2.2. TrustCom Trust Track 1: Trust Evaluation, Reputation and Recommender Systems (Room 2) Session chair: Nazila Gol Mohammadi, University of Duisburg-Essen Oststrasse 99. Email: [email protected].

DynFluid: Predicting Time-Evolving Rating in Recommendation Systems via Fluid Dynamics. Huanyang Zheng and Jie Wu.

CloudRec: A Mobile Cloud Service Recommender System based on Adaptive QoS Management. Wei Tang and Zheng Yan.

Can We Trust the Randomness of the Low-Cost RFID Tags: Lightweight Pseudo-Random Number Generators Revisited. Jiageng Chen, Atsuko Miyaji, Hiroyumi Sato and Chunhua Su.

Trust Evaluation in Mobile Devices: An Empirical Study. Richard Weiss, Leon Reznik, Yanyan Zhuang, Andrew Hoffman, Darrell Pollard , Albert Rafetseder, Tao Li and Justin Cappos.

Dynamic Trust Evaluation Of Wireless Sensor Networks Based On Multi-factor. Jiaojiao Song, Xiaohong Li, Jing Hu, Guangquan Xu and Zhiyong Feng.



13:50-15:35 Thu.R15.2. Parallel and Distributed Processing with Applications (ISPA): Session II (Room 15) Session chair: TBA

A new fill-in strategy for IC factorization preconditioning considering SIMD instructions. Takeshi Iwashita, Naokazu Takemura, Akihiro Ida and Hiroshi Nakashima.

Advanced Scheduling for Improved GPU Resource Utilization. Ayman Tarakji, Alexander Gladis, Tarek Anwar and Rainer Leupers.

Exploiting Hyper-Loop Parallelism in Vectorization to Improve Memory Performance on CUDA GPGPU. Shixiong Xu and David Gregg.

13:50-15:35 Thu.RL.2. Big Data Science and Engineering (BigDataSE): Analytics II (Room LUMO) Session chair: Todor Ivanov, Goethe University Frankfurt, Germany.

Scalable Learning of k-dependence Bayesian Classifiers under MapReduce. Jacinto Arias, Jose Gamez and Jose M Puerta.

Distributed Entropy Minimization Discretizer for Big Data Analysis under Apache Spark. Sergio Ramírez-Gallego, Salvador García, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, José Manuel Benítez and Francisco Herrera.

Scalable Massively Parallel Learning of Multiple Linear Regression Algorithm with MapReduce. Moufida Adjout and Faouzi Boufares.

An Algorithm for Identifying the Learning Patterns in Big Data. Majed Farrash and Wenjia Wang.

Goal-Based Analytic Composition for On- and Off-line Execution at Scale. Peter Coetzee and Stephen Jarvis.

16:05-17:50 Thu.R1.3. TrustCom Security Track 3: Data and Application Security (Room 1) Session chair: Lorena González Manzano, University Carlos III of Madrid.

Secure Block Device - Secure, Flexible, and Efficient Data Storage for ARM TrustZone Systems. Daniel Hein, Johannes Winter and Andreas Fitzek.

A Fault-Tolerant Watermarking Algorithm for FPGA IP Protection. Jing Long, Dafang Zhang, Wei Liang and Wenwei Li.

Big Data Analytics for Detecting Host Misbehavior in Large Logs. Daniel Gonçalves, João Bota and Miguel Correia.

DPBSV- An Efficient and Secure Scheme for Big Sensing Data Stream. Deepak Puthal, Surya Nepal, Rajiv Ranjan and Jinjun Chen.

Interplay of Security&Dependability and Resource using Model-driven and Pattern-based Development. Brahim Hamid.


IEEE-TrustCom-BigDataSE-ISPA 2015

16:05-17:50 Thu.R2.3. TrustCom Trust Track 4: Trust in Social and Cloud Computing (Room 2) Session chair: Ismail Adel AL-Taharwa, The University of Jordan.

Contextual Sub-network Extraction in Contextual Social Networks. Xiaoming Zheng, Yan Wang and Mehmet Orgun.

Trust-based formal delegation framework for Enterprise Social Networks. Ahmed Bouchami, Olivier Perrin and Ehtesham Zahoor.

Trust-aware Elastic Social Compute Units. Mirela Riveni, Hong-Linh Truong and Schahram Dustdar.

Regenerating-Codes-based Efficient Remote Data Checking and Repairing in Cloud Storage. Jing Chen, Yulin Peng, Ruiying Du, Quan Yuan and Minghui Zheng.

16:05-17:50 Thu.R3.3. TrustCom Privacy Track 5: Identity Privacy (Room 3) Session chair: David (Bong Jun) Choi, SUNY Korea, Stony Brook University.

(l1, ..., lq)-diversity for Anonymizing Sensitive Quasi-Identifiers. Yuichi Sei, Takao Takenouchi and Akihiko Ohsuga.

Lightweight Privacy-Preserving Authentication Scheme for V2G Networks in the Smart Grid. Neetesh Saxena, Bong Jun Choi and Shinyoung Cho.

A Set of Efficient Privacy Protection Enforcing Lightweight Authentication Protocols for Low-cost RFID Tags. Pierre-François Bonnefoi, Pierre Dusart, Damien Sauveron, Raja Naeem Akram and Konstantinos Markantonakis.

Group Sparsity Tensor Factorization for De-anonymization of Mobility Traces. Takao Murakami, Atsunori Kanemura and Hideitsu Hino.

16:05-17:50 Thu.R15.3. Parallel and Distributed Processing with Applications (ISPA): Session III (Room 15) Session chair: TBA Towards Increasing the Error Handling Time Window in Large‐Scale Distributed Systems using Console and Resource Usage Logs. Nentawe Gurumdimma, Arshad Jhumka, Maria Liakata, Edward Chuah and James Browne.

Metaprogramming dense linear algebra solvers: Applications to multi and many‐core architectures. Ian Masliah, Marc Baboulin and Joel Falcou.

Parallel Monte Carlo Tree Search from Multi‐core to Many‐core Processors. Sayyed Ali Mirsoleimani, Aske Plaat, Jaap van den Herik and Jos Vermaseren.

Routing Algorithms for Recursively‐Defined Data Centre Networks. Alejandro Erickson, Iain Stewart, Javier Navaridas and Abbas Eslami Kiasari.

Petri Nets formalization of Map/Reduce paradigm to optimise the performance‐cost tradeoff. M.Carmen Ruiz, Francisco Javier Calleja and Diego Cazorla.

21



16:05-17:50 Thu.RL.3. Big Data Science and Engineering (BigDataSE): Text Analytics (Room LUMO) Session chair: Francisco Herrera, University of Granada

Similarity Measure based on Low-Rank Approximations for Highly Scalable Recommender Systems. Sepideh Seifzadeh and Ali Miri.

Spatial-Temporal Aware Truth Finding in Big Data Social Sensing Applications. Chao Huang and Dong Wang.

Similarity-based Query-focused Multi-document Summarization using Crowdsourced and Manually-built Lexical-Semantic Resources. Muhidin Mohamed and Mourad Oussalah.

Semi-Supervised Multiple Disambiguation. Kambiz Ghoorchian, Fatemeh Rahimian and Sarunas Girdzijauskas.

Friday, August 21 • Technical Symposia

10:05-11:50 Fri.R1.1. TrustCom Security Track 5: Network Security (Room 1) Session chair: Sufian Hameed, National University of Computer & Emerging Sciences (NUCES).

RPAH: Random Port and Address Hopping for Thwarting Internal and External Adversaries. Yuebin Luo, Baosheng Wang, Xiaofeng Wang, Xiaofeng Hu and Hao Sun.

MimicHunter: A General Passive Network Protocol Mimicry Detection Framework. Zigang Cao, Gang Xiong and Li Guo.

An Analysis of TLS Handshake Proxying. Douglas Stebila and Nick Sullivan.

How to Misuse SMTP over TLS: A Study of the (In)Security of Email Server Communication. Lars Baumgärtner, Jonas Höchst, Matthias Leinweber and Bernd Freisleben.

10:05-11:50 Fri.R2.1. TrustCom Trust Track 2: Trusted Environments (Room 2) Session chair: Jiun Yi Yap, Email: [email protected]

TrustTokenF: a Generic Security Framework for Mobile Two-factor Authentication Using TrustZone. Zhang Yingjun, Zhao Shijun, Qin Yu, Yang Bo and Feng Dengguo.

On Rehoming the Electronic Id to TEEs. Sandeep Tamrakar, Jan-Erik Ekberg and Pekka Laitinen.

Trusted Execution Environment: What It Is, and What It Is Not. Mohamed Sabt, Mohammed Achemlal and Abdelmadjid Bouabdallah.

JoKER: Trusted Detection of Kernel Rootkits in Android Devices via JTAG Interface. Mordechai Guri, Yuri Poliak, Bracha Shapira and Yuval Elovici.

Performance of Cooperative Firewalls in Real-World Deployments. Nishant Pattanaik and Ana Goulart.



10:05-11:50 Fri.R3.1. TrustCom Privacy Track 3: Location Privacy and others (Room 3) Session chair: Luiza Sayfullina

A Dynamic Fake Source Algorithm for Source Location Privacy in Wireless Sensor Networks. Matthew Bradbury, Matthew Leeke and Arshad Jhumka.

Time Distortion Anonymization for Publication of Mobility Data with High Utility. Vincent Primault, Sonia Ben Mokhtar, Cedric Lauradoux and Lionel Brunie.

Aligning the Conflicting Needs of Privacy, Malware Detection and Network Protection. Ian Oliver and Silke Holtmanns.

Enable Privacy Preservation and Result Verification for Top-$k$ Query in Two-tiered Sensor Networks. Hui Peng, Xiaoying Zhang, Hong Chen, Yuncheng Wu, Yao Wu and Juru Zeng.

10:05-11:50 Fri.R12.1. Parallel and Distributed Processing with Applications (ISPA): Session IV (Room 12) Session chair: TBA A horizontally-scalable multiprocessing platform based on Node.js. Ahmad Maatouki, Jærg Meyer, Marek Szuba and Achim Streit.

Performance Evaluations of Document-Oriented Databases using GPU and Cache Structure. Shin Morishima and Hiroki Matsutani.

Energy-efficient sorting with the distributed memory architecture ePUMA. Andreas Karlsson, Joar Sohl and Dake Liu.

Hardware Transactional Memory Optimization Guidelines, Applied to Ordered Maps. Lars Bonnichsen, Christian W. Probst and Sven Karlsson.

Analysis of the Impact of CPU Virtualization on Parallel Applications in Xen. Kenichi Kourai and Riku Nakata.

10:05-11:50 Fri.RL.1. Big Data Science and Engineering (BigDataSE): Big Data Technologies (Room LUMO) Session chair: Alexandros Iosifidis, Tampere University of Technology

Hadoop Characterization. Icaro Alzuru, Kevin Long, Tao Li, David Zimmerman and Bhaskar Gowda.

Telemetry for Elastic Data (TED): Middleware for MapReduce Job Metering and Rating. Soheil Qanbari, Ashkan Farivarmoheb, Parham Fazlali, Samira Mahdizadeh and Schahram Dustdar.

Cost Models for Distributed Pattern Mining in the Cloud. Sabeur Aridhi, Laurent D’Orazio, Mondher Maddouri and Engelbert Mephu Nguifo.

Performance Evaluation of Enterprise Big Data Platforms with HiBench. Todor Ivanov, Raik Niemann, Sead Izberovic, Marten Rosselli, Karsten Tolle and Roberto Zicari.

Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework. Grazziela Figueredo, Christian Wagner, Jonathan Garibaldi and Uwe Aickelin.

23



13:10-14:55 Fri.R1.2. TrustCom Security Track 5: Network Security (Room 1) Session chair: Priyadarsi Nanda, University of Technology Sydney, Australia, Email: [email protected]

Unsupervised Feature Selection Method for Intrusion Detection System. Mohammed Ambusaidi, Xiangjian He and Priyadarsi Nanda.

Identifying Diffusion Sources in Large Networks: A Community Structure Based Approach. Jiaojiao Jiang, Andi Zhou, Kasra Majbouri Yazdi, Sheng Wen, Shui Yu and Yang Xiang.

An Entropy-Based Distributed DDoS Detection Mechanism in Software-Defined Networking. Rui Wang, Zhiping Jia and Lei Ju.

A Sybil Attack Detection Scheme for a Centralized Clustering-based Hierarchical Network. Mian Ahmad Jan, Priyadarsi Nanda, Xiangjian He and Ren Ping Liu.

13:10-14:55 Fri.R2.2. TrustCom Trust Track 3: Trust in Wireless and Sensor Networks (Room 2) Session chair: Xiangjian He, University of Technology, Sydney, Australia, Email: [email protected]

Memory Attestation of Wireless Sensor Nodes by Trusted Local Agents. Po-Hung Yang and Sung-Ming Yen.

Mobility Increases the Risk of Malware Propagations in Wireless Networks. Bo Liu, Wanlei Zhou, Longxiang Gao, Sheng Wen and Tom H. Luan.

Simmelian Ties and Structural Holes: Exploring Their Topological Roles in Forming Trust for Securing Wireless Sensor Networks. Ming Xiang, William Liu, Quan Bai and Adnan Al-Anbuky.

Cooperative Transmission against Impersonation Attack Using Inter-Session Interference in Two-Hop Wireless Networks. Weidong Yang, Le Xiao and Liming Sun.

Reputation Propagation and Updating in Mobile Ad Hoc Networks with Byzantine Failures. Chuanyou Li, Michel Hurfin and Yun Wang.

13:10-14:55 Fri.R3.2. TrustCom Privacy Track 2: User Privacy (Room 3) Session chair, Mirela Riveni, TU Wien, Vienna, Austria, Email: [email protected]

WiGen: Breaking the Privacy and Security Barriers for Group Management in RFID Systems. Li Lu and Hongzi Zhu.

Effects of Contextual Properties on Users’ Privacy Preferences in Mobile Computing Environments. Seung-Hyun Kim, Han-Gyu Ko, In-Young Ko and Daeseon Choi.

Private Membership Test for Bloom Filters. Tommi Meskanen, Jian Liu, Sara Ramezanian and Valtteri Niemi.

You are AIRing too much: Assessing the privacy of users in crowdsourcing environmental data. Julien Mineraud, Federico Lancerin, Sasitharan Balasubramaniam, Mauro Conti and Sasu Tarkoma.



15:15-17:00 Fri.R1.3. TrustCom Security Track 6: Information Security (Room 1) Session chair: Brahim HAMID, Computer Science Research Institute of Toulouse, France, Email: [email protected]

Surveys of Daily Information Security of Citizens in Finland. Jukka Koskinen.

Drive-by Disclosure: A Large-Scale Detector of Drive-by Downloads Based on Latent Behavior Prediction. Ismail Altaharwa, Hahn-Ming Lee, Albert Jeng, Cheng-Seen Ho, Shyi-Ming Chen and Kuo-Ping Wu.

Diversifying SQL to Prevent Injection Attacks. Sampsa Rauti, Jukka Teuhola and Ville Leppänen.

Information Security Awareness in Educational Institution: An Analysis of Students’ Individual Factors. Ali Farooq, Seppo Virtanen, Johanna Isoaho and Jouni Isoaho.

15:15-17:00 Fri.R2.3. TrustCom Security Track 7: Authentication and Crypto (Room 2) Session chair: Thomas Given-Wilson, Email: [email protected]

A Hybrid Mobile Authentication Model for Ubiquitous -Networking. Abdullah Almuhaideb, Bala Srinivasan, Phu Dung Le, Mohammed Alhabeeb and Waleed Alfehaid.

Integrity Protection of NDEF Message with Flexible and Enhanced NFC Signature Records. Sufian Hameed, Usman Murad Jamali and Adnan Samad.

An Instruction-set Randomization Using Length-preserving Permutation. Jianming Fu, Xu Zhang and Yan Lin.

Cut-and-Choose Bilateral Oblivious Transfer and Its Application. Chuan Zhao, Han Jiang, Xiaochao Wei, Qiuliang Xu and Minghao Zhao.

A Family of Scalable Polynomial Multiplier Architectures for Lattice-Based Cryptography. Chaohui Du and Guoqiang Bai.

15:15-17:00 Fri.R3.3. TrustCom Privacy Track 4: Data Privacy (Room 3) Session chair: Raja Naeem Akram, Email: [email protected]

Bin Encoding: A User-Centric Secure Full-Text Searching Scheme for the Cloud. Mark Will, Ryan Ko and Ian Witten.

PEAS: Private, Efficient and Accurate Web Search. Albin Petit, Thomas Cerqueus, Sonia Ben Mokhtar, Lionel Brunie and Harald Kosch.

Privacy-Preserving Mining of Frequent Routes in Cellular Network Data. Olof Görnerup, Nima Dokoohaki and Andrea Hess.

uCentive: An Efficient, Anonymous and Unlinkable Incentives Scheme. Milica Milutinovic, Italo Dacosta, Andreas Put and Bart De Decker.

25


10:20-12:05 Sat.R1.1. TrustCom Security Track 8: Secure Environments (Room 1) Session chair: Valtteri Niemi, University of Helsinki, Finland, Email: [email protected]

Open-TEE - An Open Virtual Trusted Execution Environment. Brian McGillion, Tanel Dettenborn, Thomas Nyman and N. Asokan.

Transparent Page-based Kernel and User Space Execution Tracing from a Custom Minimal ARM Hypervisor. Julian Horsch and Sascha Wessel.

A Generic Model for Dynamic NIST Cybersecurity Framework Compliance Assessment. Nuno Teodoro, Luís Gonçalves and Carlos Serrao.

A Joint Optimization Approach to Security-as-a-Service Allocation and Cyber Insurance Management. Sivadon Chaisiri, Ryan Ko and Dusit Niyato.

10:20-12:05 Sat.R14.1. TrustCom Security Track 9: Cloud Security (Room 14) Session chair: Fenghua Li, Chinese Academy of Sciences, China, Email: [email protected]

Efficient Integrity Auditing for shared Data in the Cloud with Secure User Revocation. Yuchuan Luo, Ming Xu, Shaojing Fu and Dongsheng Wang.

Secure Out-of-band Remote Management Using Encrypted Virtual Serial Consoles in IaaS Clouds. Kenichi Kourai and Tatsuya Kajiwara.

Efficient Searchable Symmetric Encryption for Storing Multiple Source Data on Cloud. Chang Liu, Liehuang Zhu and Jinjun Chen.

Achieving Lightweight and Secure Access Control in Multi-Authority Cloud. Yanchao Wang, Fenghua Li, Jinbo Xiong, Ben Niu and Fangfang Shan.

Saturday, August 22 • Technical Symposia


Workshops

Thursday, August 20

10:45-12:30 Thu.R3.1. Reengineering for Parallelism in Heterogeneous Parallel Platforms (RePara): Session I (Room 3) Session chair: TBA Invited talk: Reengineering for Parallelism. J. Daniel García.

Parallelizing High-Frequency Trading Applications by using C++11 Attributes. Marco Danelutto, Tiziano De Matteis, Gabriele Mencagli and Massimo Torquati.

AKI: Automatic Kernels Identification and Annotation Tool based on C++ Attributes. Rafael Sotomayor, Luis Miguel Sanchez Garcia, Francisco Javier Garcia Blas, Alejandro Calderon Mateos and Javier Fernandez Muñoz.

MeterPU: A Generic Measurement Abstraction API Enabling Energy-tuned Skeleton Backend Selection. Lu Li and Christoph Kessler.

10:45-12:30 Thu.R4.1. Trust and Security in Cloud Computing (TSCloud): Session I (Room 4) Session chair: TBA

Invited talk: Daniele Cattedu, Managing Director, Cloud Security Alliance EMEA

A Review of Free Cloud-Based Anti-Malware Apps for Android. Jason Walls and Kim-Kwang Raymond Choo.

Forensic Collection and Analysis of Thumbnails in Android. Ming Di Leom, Christian D’Orazio, Gaye Deegan, and Kim-Kwang Raymond Choo.

EyeCloud: A BotCloud Detection System. Mohammad Reza Memarian, Mauro Conti, and Ville Leppänen.

10:45-12:30 Thu.R5.1. Trustworthy Software Systems: Session I (Room 5) Session chair: TBA Invited talk: Usable Trust Management for Mobile Applications. Zheng Yan, Xidian University, China.

A Global, Empirical Analysis of the Shellshock Vulnerability in Web Applications. Ryan Ko and Baden Delamore, University of Waikato, New Zealand.

Preventing Library Spoofing on Android. Dennis Titze, Fraunhofer AISEC, Garching, Germany.

10:45-12:30 Thu.R10.1. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Security Track 1 (Room 10) Session chair: Silvia Puglisi, UPC - Barcelona Tech, Spain, Email: [email protected]

Data mobility management model for active data cube. Dang Thanhdat, Doan Hoang and Priyadarsi Nanda.

27

Thursday, August 20 • Workshops


BotProfiler: Profiling Variability of Substrings in HTTP Requests to Detect Malware-infected Hosts. Daiki Chiba, Takeshi Yagi, Mitsuaki Akiyama, Kazufumi Aoki, Takeo Hariu and Shigeki Goto.

Analysis of Mobility Algorithms for Forensic Virtual Machine Based Malware Detection. Nada Alruhaily, Behzad Bordbar and Tom Chothia.

A Novel Architecture for Predictive CyberSecurity using non-homogenous Markov Models. Subil Abraham and Suku Nair.

eSKAMI: Efficient and Scalable multi-group Key management for Advanced Metering Infrastructure in Smart Grid. Mourad Benmalek and Yacine Challal.

10:45-12:30 Thu.R11.1. Trust and Security in Wireless Sensor Networks (TrustWSN): Session I (Room 11) Session chair: TBA Periodicity-and-Linear-Based data suppression mechanism for WSN. Yanchao Song, Juan Luo, Chang Liu and Wenfeng He.

Quantitative Trustworthy Evaluation Scheme For Trust Routing Scheme in Wireless Sensor Networks. Hongsong Chen.

An Efficient Congestion Control Scheme for Multimedia Data in Wireless Sensor Networks. Kyoungsoo Bok, Eunkyung Ryu and Jaesoo Yoo.

10:45-12:30 Thu.R12.1. Parallelism in Bioinformatics (PBio): Cluster computing in Bioinformatics (Room 12) Session chair: Álvaro Rubio-Largo, University of Extremadura. Email: [email protected] Parallel Computation of Voxelized Macromolecular Surfaces by Spatial Slicing. Sebastian Daberdaku and Carlo Ferrari.

Scalable RNA Sequencing on Clusters of Multicore Processors. Héctor Martínez, Sergio Barrachina, Maribel Castillo, Joaquín Tárraga, Ignacio Medina, Joaquín Dopazo and Enrique S. Quintana-Ortí.

A Parallel Algorithm for Compression of Big Next-Generation Sequencing (NGS) Datasets. Sandino Vargas Pérez and Fahad Saeed.

Assessment of a Black-box Approach for a Parallel Finite Elements Solver in Computational Hemodynamics. Ferdinando Auricchio, Marco Ferretti, Adrien Lefieux, Mirto Musci, Alessandro Reali, Santi Trimarchi and Alessandro Veneziani.

10:45-12:30 Thu.R14.1. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Privacy Track 1 (Room 14) Session Chair: Zheming Fan, Chinese Academy of Science, China, Email: [email protected]

Watch Your Mobile Payment: An Empirical Study of Privacy Disclosure. Zakaria Sahnoune, Esma Aïmeur, Ghada El Haddad and Rodrigue Sokoudjou.

Disequilibrium: Tor’s Exit Node Selection Under the Stereoscope. Robert Koch, Mario Golling and Gabi Dreo.

Extended Model of Side-Information in Garbling. Tommi Meskanen, Valtteri Niemi and Noora Nieminen.



A Cloud-based Model to Facilitate Mobility of Privacy-preserving Attribute-based Credential Users. Ahmad Sabouri.

Can on-line social network users trust that what they designated as confidential data remains so? Vladimir Estivill-Castro and David Nettleton.

13:50-15:35 Thu.R3.2. Reengineering for Parallelism in Heterogeneous Parallel Platforms (RePara): Session II (Room 3) Session chair: TBA

Invited talk: Refactoring C++ for parallelism with the Cevelop IDE. Peter Sommerlad and Thomas Corbat.

Exploiting Task-Parallelism on GPU Clusters via OmpSs and rCUDA Virtualization. Adrián Castelló, Rafael Mayo, Judit Planas and Enrique S. Quintana-Orti.

Parallel Pipeline on Heterogeneous Multi-Processing Architectures. Andrés Rodríguez, Angeles Navarro, Rafael Asenjo, Antonio Vilches, Francisco Corber and Maria Garzaran.

The Loop of Stencil Reduce paradigm. Marco Aldinucci, Marco Danelutto, Maurizio Drocco, Peter Kilpatrick, Guilherme Peretti Pezzi and Massimo Torquati.

Prediction Models for Performance, Power, and Energy Efficiency of Software Executed on Heterogeneous Hardware. Dénes Bán, Rudolf Ferenc, István Siket and Ákos Kiss.

13:50-15:35 Thu.R4.2. Trust and Security in Cloud Computing (TSCloud): Session II (Room 4) Session chair: TBA A Taxonomy of Cloud Attack Consequences and Mitigation Strategies. Kin Suntana Tep, Ben Martini, Ray Hunt, and Kim-Kwang Raymond Choo.

Cloud Security Audit for Migration and Continuous Monitoring. Umar Mukhtar Ismail, Shareeful Islam, and Harris Mouratidis.

Enhancing Cloud Security and Privacy: Broadening the Service Level Agreement. Bob Duncan and Mark Whittington.

Android cache taxonomy and forensic process. Felix Immanuel, Ben Martini, and Kim-Kwang Raymond Choo.

13:50-15:35 Thu.R5.2. Trustworthy Software Systems (TrustSoft): Session II (Room 5) Session chair: TBA Invited talk: Stavros Tripakis, Aalto University, Finland.

Issues in Trustworthy Software Systems. Mazen Ezzeddine and Haitham Akkary.

Mission-Aware Vulnerability Assessment for Cyber-Physical Systems. Xiaotian Wang.

29



Alias Detection Across Multi-Online Applications Based on User’s Behavior Characteristics. Zhaoli Liu.

A Rejuvenation Model for Software System under Normal Attack. Haining Meng.

13:50-15:35 Thu.R10.2. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Security Track 2 (Room 10) Session chair: Lorena González Manzano, University Carlos III of Madrid, Spain, Email: [email protected]

Implementing Authentication Systems based on Physical Unclonable Functions. John Ross Wallrabenstein.

Save Our Passwords. Martin Boonk, Ronald Petrlic and Christoph Sorge.

Partial Data Protection via Structure-Preserving Document Partitioning. Luigi Lo Iacono.

Enhancing EMV Online PIN Verification. Danushka Jayasinghe, Raja Naeem Akram, Konstantinos Markantonakis, Konstantinos Rantos and Keith Mayes.

A Formalization of Fingerprinting Techniques. Fabian Lanze, Andriy Panchenko and Thomas Engel.

13:50-15:35 Thu.R11.2. Trust and Security in Wireless Sensor Networks (TrustWSN): Session II (Room 11) Session chair: TBA A Security Topology Protocol of Wireless Sensor Networks based on Community Detection and Energy Aware. Zuo Chen, Mengyuan Jia, Yan Wang and Xiaolong Yan.

A Novel Sensor Deployment Approach Using Fruit Fly Optimization Algorithm in Wireless Sensor Networks. Huan Zhao, Qian Zhang, Yan Wang and Liang Zhang.

A Self-Adaptive Wireless Sensor Network Coverage Method for Intrusion Tolerance Based on Particle Swarm Optimization and Cuckoo Search. Zuo Chen, Xue Li, Bin Lv and Mengyuan Jia.

13:50-15:35 Thu.R12.2. Parallelism in Bioinformatics (PBio): Hardware accelerators in Bioinformatics (Room 12) Session chair: Álvaro Rubio-Largo, University of Extremadura. Email: [email protected] Smith-Waterman Protein Search with OpenCL on FPGA. Enzo Rucci, Armando de Giusti, Marcelo Naiouf, Guillermo Botella, Carlos García and Manuel Prieto-Matias.

Accelerating Phylogenetic Inference on Heterogeneous OpenCL Platforms. Lídia Kuan, Leonel Sousa and Pedro Tomás. Accelerating DNA Sequencing Using Intel Xeon Phi. Suejb Memeti and Sabri Pllana.



Fast Epistasis Detection in Large-Scale GWAS for Intel Xeon Phi Clusters. Glenn R. Luecke, Nathan T. Weeks, Brandon M. Groth, Marina Kraeva, Li Ma, Luke M. Kramer, ames E. Koltes and James M. Reecy.

13:50-15:35 Thu.R14.2. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Privacy Track 2 (Room 14) Session chair: David F. Nettleton, Pompeu Fabra University, Spain, Email: [email protected]

Stylometric Anonymity: Is Imitation The Best Strategy? Mahmoud Khonji and Youssef Iraqi.

k-anonymity: risks and the reality. Anirban Basu, Toru Nakamura, Seira Hidano and Shinsaku Kiyomoto.

A Dynamic Credible Factory Reset Mechanism of Personal Data in Android Device. Dali Zhu, Zheming Fan and Na Pang.

The Pseudonym Broker Privacy Pattern in Medical Data Collection. Christiaan Hillen.

Game-Theoretic Model of Incentivizing Privacy-Aware Users to Consent to Location Tracking. Emmanouil Panaousis, Aron Laszka, Johannes Pohl, Andreas Noack and Tansu Alpcan.

16:05-17:50 Thu.R4.3. Trust and Security in Cloud Computing (TSCloud): Session III (Room 4) Session chair: TBA Secure Sketch Search For Document Similarity. Cengiz Orencik, Mahmoud Alewiwi, and Erkay Savas.

Architectural Model and Security Mechanisms for Cloud Federations. Luciano Barreto, Federal University of Santa Catarina, Joni Fraga, Federal University of Santa Catarina, and Frank Siqueira, Federal University of Santa Catarina.

An Framework for Cryptography Based Accountabilty and Service Invocation Control for Service Composition in a Multicloud Architecture. Gwan-Hwan Hwang, Kun-Yih Huang, and Yu-Cheng Hsiao.

Stationarity Enforcement of Accelerator based TRNG by Genetic Algorithm. Jose Juan Mijares Chan, Parimala Thulasiraman, Gabriel Thomas, and Ruppa Thulasiram.

16:05-17:50 Thu.R5.3. Security, Privacy and Anonymity in Internet of Things (SpaloT): Session I (Room 5) Session chair: Catia Prandi, University of Bologna, Italy. Email: [email protected]

Revocation Management in Vehicular Ad-hoc Networks. Francisco Martin-Fernandez, Pino Caballero Gil and Cándido Caballero-Gil.

Enhancing the Trajectory Privacy with Laplace Mechanism. Daiyong Quan, Lihua Yin and Yunchuan Guo.

A Simple RFID-based Architecture for Privacy Preservation. Di Wu, Jingfu Du, Dali Zhu and Siye Wang.

31



Towards Efficient Implementation of Lattice-Based Public-Key Encryption on Modern CPUs. Chaohui Du, Guoqiang Bai and Hongyi Chen.

Towards Tracing of k-Anonymized Datasets. Shinsaku Kiyomoto Toru Nakamura, and Yutaka Miyake.

16:05-17:50 Thu.R10.3. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Security Track 3 (Room 10) Session chair: Gyan Singh Yadav, Indian Institute of Information Technology Jabalpur(M.P.), India, Email: [email protected]

Securing Network-Assisted Direct Communication: The Case of Unreliable Cellular Connectivity. Aleksandr Ometov, Konstantin Zhidanov, Sergey Bezzateev, Roman Florea, Sergey Andreev and Yevgeni Koucheryavy.

A Secure Northbound Interface for SDN Applications. Christian Banse and Sathyanarayanan Rangarajan.

Secure Routing Protocol Considering Load Distribution in Mobile Ad hoc Networks. Yuri Ohata, Sayaka Umeda, Takashi Kamimoto and Hiroshi Shigeno.

A Study of IEEE 802.15.6 Association Protocols. Jing Feng, Xin Huang, Yulin Lu, Ruiyang Xu and Zheng Yan.

16:05-17:50 Thu.R11.3. Trust and Security in Wireless Sensor Networks (TrustWSN): Session III (Room 11) Session chair: TBA

A Dyna-Q based Multi-path Load-balancing Routing Algorithm in Wireless Sensor Networks. Zhipeng Xu, Fei Zhu, Yuchen Fu, Quan Liu and Shuhua You.

Study on the Coverage of Adaptive Wireless Sensor Network Based on Trust. Zhao Huan, Hu Chaoming, Lv Bin and Zheng Rui.

An efficient clustering mining algorithm for indoor moving target trajectory based on the improved AGNES. Wei Qing Huang, Chang Ding, Si Ye Wang and Shuang Hu.

A Near Field Communication (NFC) security model based on OSI reference model. Wei Fan, Weiqing Huang and Ye Wang.

Secure Routing Protocols for Sensor Networks: Construction with Signature Schemes for Multiple Signers. Kenta Muranaka, Naoto Yanai, Shingo Okamura and Toru Fujiwara.

16:05-17:50 Thu.R12.3. Parallelism in Bioinformatics (PBio): Many-core, multi-core and distributed computing in Bioinformatics (Room 12) Session chair: Álvaro Rubio-Largo

On the Performance of BWA on NUMA Architectures. Josefina Lenis and Miquel Angel Senar.

Parallel H4MSA for Multiple Sequence Alignment. Álvaro Rubio-Largo, Miguel A. Vega-Rodríguez and David L. González-Álvarez.



Discovering Candidates for Gene Network Expansion by Distributed Volunteer Computing. Francesco Asnicar, Luca Erculiani, Francesca Galante, Caterina Gallo, Luca Masera, Paolo Morettin, Nadir Sella, Stanislau Semeniuta, Thomas Tolio, Giulia Malacarne, Kristof Engelen, Andrea Argentini, Valter Cavecchia, Claudio Moser and Enrico Blanzieri.

16:05-17:50 Thu.R14.3. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Privacy Track 3 (Room 14) Session chair: Ahmad Sabouri, Goethe University Frankfurt, Germany, [email protected]

DroidCIA: A Novel Detection Method of Code Injection Attacks on HTML5-based Mobile Apps. Yen-Lin Chen, Hahn-Ming Lee, Albert B. Jeng and Te-En Wei.

Secure Two-party Rank Correlation Computations for Recommender Systems. Kok Seng Wong, Minjie Seo and Myung Ho Kim.

The Role of Risk Perceptions in Privacy Concerns Evaluation. Anna Rohunen and Jouni Markkula.

A Language for the Composition of Privacy-Enforcement Techniques. Ronan-Alexandre Cherrueau, Rémi Douence and Mario Südholt.

Potential mass surveillance and privacy violations in proximity-based social applications. Silvia Puglisi, David Rebollo-Monedero and Jordi Forné.

Friday, August 21 • Workshops

10:05-11:50 Fri.R4.1. 5G Security (IW5GS): Session I (Room 4) Session chair: TBA

Towards 5G Security. Günther Horn and Peter Schneider.

Unblocking stolen mobile devices using SS7-MAP vulnerabilities. Siddharth Prakash Rao, Silke Holtmanns, Ian Oliver and Tuomas Aura.

Mobile Guard Demo - Network Based Malware Detection. Vikramajeet Khatri and Joerg Abendroth.

10:05-11:50 Fri.R5.1. Distributed Intelligent Automation Systems (DIAS): Session I: Models and Applications for Industrial Cyber-physical systems (Room 5) Session chair: TBA

Invited talk: IoT Platform for Distributed Intelligence on Constrained Devices. Pavel Petroshenko.

Cyber-physical Design of Data Centers Cooling Systems Automation. Arash Mousavi. Fuzzy Logic Based Prosumer Agent in a Modular Smart Grid Prosumer Architecture. Chen-Wei Yang.

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Adaptation of Material Flows in Mechanical Transportation Systems based on Observation Experience. Marina Savelyeva and Valriy Vjatkin. An OPC UA based Architecture for Testing Tracking Simulation Methods. Gerardo Santillán Martínez.

Model-driven runtime embedded monitoring for industrial controller. Sergey Bikovsky and Pavel Kustarev.

10:05-11:50 Fri.R10.1. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Security Track 4 (Room 10) Session chair: Florian Reimair, Graz University of Technology, Austria, Email: [email protected]

Access control for the Cloud based on multi-device authentication. Lorena González Manzano, José María De Fuentes and Agustin Orfila.

Enhancing Access-Control with Risk-Metrics For Collaboration On Social Cloud-Platforms. Ahmed Bouchami, Elio Goettelmann, Olivier Perrin and Claude Godart.

RESCUE: Resilient Secret Sharing Cloud-based Architecture. Elochukwu Ukwandu, Bill Buchanan, Lu Fan, Owen Lo and Gordon Russell.

On the Resource Consumption of Secure Data Sharing. Holger Kuehner and Hannes Hartenstein.

Secure Location Validation with Wi-Fi Geo-fencing and NFC. Maksim Avdyushkin and Musfiq Rahman.

10:05-11:50 Fri.R11.1. UbiSafe Computing (UbiSafe): Session I (Room 11) Session chair: Maryam Sepehri, University of Milan, Italy. Email:[email protected] Stationarity Enforcement of Accelerator based TRNG by Genetic Algorithm. Jose Juan Mijares Chan, Parimala Thulasiraman, et al.

A Method for Deriving and Testing Malicious Behavior Detection Rules. Raimo Hilden and Kimmo Hatonen.

Towards a Generic Trust Management Framework using a Machine-Learning-Based Trust Model. Jorge López and Stephane Maag.

Distributed Reputation System for Certification Authority Trust Management. Jiska Classen, Johannes Braun, Florian Volk, Matthias Hollick, Johannes Buchmann, and Max Mühlhäuser.

10:05-11:50 Fri.R14.1. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Trust Track 1 (Room 14) Session chair: Alessandro Aldini, University of Urbino, Italy, Email: [email protected]

Provenance-based Attestation for Trustworthy Computing. Jiun Yi Yap and Allan Tomlinson.

A Framework for Evaluating the End-to-End Trustworthiness. Nazila Gol Mohammadi, Torsten Bandyszak, Costas Kalogiros, Michalis Kanakakis and Thorsten Weyer.



Trusted Tamper-Evident Data Provenance. Mohammad Bany Taha, Sivadon Chaisiri and Ryan Ko.

Security Risks Management in the Internet of Things based on Fuzzy Logic Inference. Igor Kotenko, Igor Saenko and Sergey Ageev.

13:10-14:55 Fri.R4.2. 5G Security (IW5GS): Session II (Room 4) Session chair: TBA

Towards Secure SDN-based Multi-tenant Virtualized Networks. Nicolae Paladi and Christian Gehrmann. CRC-Based Message Authentication for 5G Mobile Technology. Elena Dubrova, Mats Näslund and Göran Selander.

An Air Interface Signaling Protection Function for Mobile Networks: GSM Experiments and Beyond. Prajwol Kumar Nakarmi, Oscar Ohlsson and Michael Liljenstam.

13:10-14:55 Fri.R5.2. Distributed Intelligent Automation Systems (DIAS): Session II: Distributed design architectures (Room 5) Session chair: TBA

Synthesis of safety controllers for distributed automation systems on the basis of reverse safe net condition/event systems. Victor Dubinin.

A Formal Perspective on IEC 61499 Execution Control Chart Semantics. Per Lindgren.

Formal Modeling of Testing Software for Cyber-Physical Automation Systems. Igor Buzhinsky.

Inferring Automata Logic From Manual Control Scenarios: Implementation in Function Blocks. Daniil Chivilikhin.

Formal Verification of IEC 61499 Function Blocks with Abstract State Machines and SMV – Modelling. Sandeep Patil.

13:10-14:55 Fri.R.10.2. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Security Track 5 (Room 10) Session chair: David F. Nettleton, Universitat Pompeu Fabra, Spain, Email: [email protected]

Proofs of Encrypted Data Retrievability with Probabilistic and Homomorphic Message Authenticators. Dongxi Liu and John Zic.

A Scalable Data Hiding Scheme using Hilbert Space Curve and Chaos. Gyan Singh Yadav and Aparajita Ojha.

Detecting Data Semantic: A Data Leakage Prevention Approach. Sultan Alneyadi, Elankayer Sithirasenan and Vallipuram Muthukkumarasamy.

A New Solution Based on Multi-Rate LDPC for Flash Memory to Reduce ECC Redundancy. Shigui Qi, Dan Feng, Nan Su, Wenguo Liu and Jingning Liu.

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CaptureMe: Attacking the User Credential in Mobile Banking Applications. Mohamed El-Serngawy and Chamseddine Talhi.

13:10-14:55 Fri.R11.2. UbiSafe Computing (UbiSafe): Session II: (Room 11) Session chair: Jiska Classen, TU Darmstadt, Germany. Email: [email protected]

Data Sharing on the Cloud: A scalable proxy-based protocol for privacy-preserving queries. Maryam Sepehri, Stelvio Cimato, Ernesto Damiani and Chan Yeob Yeun.

DDOS Mitigation Cloud-Based Service. Fouad Amine Guenane, Michele Nogueira and Ahmed Serhrouchni.

Dynamic Game Access Control based on Trust. Shunan Ma.

Dynamic Security Policies Enforcement and Adaptation Using Aspects. Muhammad Sabir Idrees, Samiha Ayed, Nora Cuppens-Boulahia, Frédéric Cuppens.

13:10-14:55 Fri.R12.2. Data, Text, Web and Social Network Mining (DTWSM): Session I (Room 12) Session chair: Dr. Bifan Wei, Xi’an Jiaotong University.

Probabilistic Modeling Towards Understanding the Power Law Distribution of Video Viewing Behavior in Large-scale e-Learning. Ni Xue, Huan He, Jun Liu, Qinghua Zheng, Tian Ma, Jianfei Ruan and Bo Dong

Enhancing the Detection Rate of Inclined Faces. Jun-Horng Chen.

PPT Image Segmentation Based on Color Entropy. Feijuan He, Xuelu Chen, Dawei Xu and Xianglin Miao.

Mining E-Commerce Data from E-Shop Websites. Andrea Horch, Holger Kett and Anette Weisbecker.

Provision of Disk I/O Guarantee for MapReduce Applications. Xuan Thi Tran, Tien Van Do, Nam H. Do, Lorant Farkas and Csaba Rotter.

13:10-14:55 Fri.R14.2. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Trust Track 3 (Room 14) Session chair: Thomas T. Tran, University of Ottawa, Canada, Email: [email protected]

Trust Metrics Based on a Trusted Network Element. Jouni Hiltunen and Jarkko Kuusijärvi.

Trustworthiness Measurement of E-commerce Systems Using Fuzzy Hybrid Multi-criteria Analysis. Zhengping Wu and Lifeng Wang.

Formal Modeling and Verification of Opportunity-enabled Risk Management. Alessandro Aldini, Jean-Marc Seigneur, Carlos Ballester Lafuente, Xavier Titi and Jonathan Guislain.



13:10-14:55 Fri.RL.2. Classification Problems Embedded in the Nature of Big Data (CPBD): Session I (Room LUMO) Session chair: Dr. Bartosz Krawczyk, Wroclaw University of Technology, Poland. A MapReduce based k-Nearest Neighbor for Big Data Classifcation. Jesus Maillo, Isaac Triguero and Francisco Herrera.

Semantic HMC: A Predictive Model Using Multi-Label Classification for Big Data. Rafael Peixoto, Thomas Hassan, Christophe Cruz, Nuno Silva and Aurelie Bertaux.

Analysis of Data Preprocessing Increasing the Oversampling Ratio for Extremely Imbalanced Big Data. Sara del Rio Garcia, Jose M. Benitez and Francisco Herrera.

Feature Ranking Based on Information Gain for Large Classification Problems with Map Reduce. Eftim Zdravevski and Petre Lameski.

Compounds Activity Prediction in Large Imbalanced Datasets with Substructural Relations Fingerprint and EEM. Wojciech Marian Czarnecki, Krzysztof Rataj.

15:15-17:00 Fri.R4.2. 5G Security (IW5GS): Session III (Room 4) Session chair:TBA Keynote: Bengt Sahlin

Security in D2D Communications: A Review information on submission 8 IW5GS2015_submission_8.pdf. Mingjun Wang and Zheng Yan.

A USIM compatible 5G AKA protocol with perfect forward secrecy. Karl Norrman, Mats Näslund, Bengt Sahlin and Jari Arkko.

15:15-17:00 Fri.R5.3. Security, Privacy and Anonymity in Internet of Things (SpaloT): Session II (Room 5) Session chair: Di Wu, Beijing Jiaotong University, China. Email: [email protected]

WAVE: Secure Wireless Pairing Exploiting Human Body Movements. Wei Wang, Zhan Wang, Wen Tao Zhu and Lei Wang.

Achieving Forward Secrecy and Unlinkability in Cloud-based Personal Health Record System. Naveen Kumar, Anish Mathuria and Manik Lal Das.

Security Orchestrator. Bernd Jaeger.

Trustworthiness Model for Crowdsourced and Crowdsensed Data. Catia Prandi, Paola Salomoni, Silvia Mirri, Stefano Ferretti.

15:15-17:00 Fri.R10.3. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Trust Track 4 (Room 10) Session chair: Igor Kotenko, Russia, Email: [email protected]

Adaptive Trust Threshold Strategy for Misbehaving Node Detection and Isolation. Muhammad Saleem Khan, Daniele Midi, Majid Iqbal Khan and Elisa Bertino.

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Trust-Aware Review Spam Detection. Hao Xue, Fengjun Li, Hyunjin Seo and Roseann Pluretti.

KDet: Coordinated Detection of Forwarding Faults in Wireless Community Networks. Ester López and Leandro Navarro.

Inferring User Actions from Provenance Logs. Xin Li, Chaitanya Joshi, Yu Shyang Tan and Ryan K.L. Ko.

15:15-17:00 Fri.R12.3. Emerging Future Internet and Network Security (EFINS): Session I (Room 12) Session chair: TBA

Cybercrime Profiling: Decision-Tree Induction, Examining Perceptions of Internet Risk and Cybercrime Victimisation. Ameer Al-Nemrat and Chafika Benzaid. From ZeuS to Zitmo: Trends in Banking Malware. Najla Etaher, George Weir and Mamoun Alazab. ARP Cache Poisoning Mitigation and Forensics Investigation. Heman Awang Mangut, Ameer Al-Nemart and Chafika Benzaid.

15:15-17:00 Fri.R14.3. Recent Advances of Trust, Security and Privacy in Computing Communications (RATSP): Trust Track 3 (Room 14) Session chair: Fengjun Li, The University of Kansas, USA, Email: [email protected]

Single and Multi-Metric Trust Management Frameworks for use in Underwater Autonomous Networks. Andrew Bolster and Alan Marshall.

RLTE: A Reinforcement Learning based Trust Establishment Model. Abdullah Aref and Thomas Tran.

In Certificates We Trust – Revisited. Florian Reimair, Peter Teufl and Bernd Prünster.

Interest Flow Control Method Based on User Reputation and Content Name Prefixes in Named Data Networking. Sayaka Umeda, Takashi Kamimoto, Yuri Ohata and Hiroshi Shigeno.

15:15-17:00 Fri.RL.3. Classification Problems Embedded in the Nature of Big Data (CPBD): Session II & Real Time Data Stream Analytics (RTStreams): Session I (Room LUMO) Session chair: Dr. Isaac Triguero, Inflammation Research Center, Ghent University, Belgium.

Incremental One-Class Bagging for Streaming and Evolving Big Data. Bartosz Krawczyk and Michał Woźniak.

An Increment Decision Tree Algorithm for Streamed Data. Dariusz Jankowski and Konrad Jackowski.

Multi-label Stream Classification Using Extended Binary Relevance Model. Paweł Trajdos and Marek Kurzyński.

Data Stream Classification using Random Feature Functions and Novel Method Combinations. Jesse Read and Albert Bifet.


Symbolic Time Series Representation for Stream Data Processing. Jakub Sevcech and Maria Bielikova.

Saturday, August 22 • Workshops

10:20-12:05 Sat.R12.1. Emerging Future Internet and Network Security (EFINS): Session II (Room 12) Session chair: TBA

Virtualization and Cyber Security: Arming Future Security Practitioners. Midhun Babu Tharayanil, Gill Whitney and Mahdi Aiash. A Security Analysis of the Emerging P2P-based Personal Cloud Platform MaidSafe. Florian Jacob, Jens Mittag and Hannes Hartenstein. Automated Collection and Anlysis of Malware Disseminated via Online Advertising. Muhammad N. Sakib and Chin-Tser Huang.

10:20-12:05 Sat.RL.1. Real Time Data Stream Analytics (RTStreams): Session II (Room LUMO) Session chair: TBA A platform for real-time opinion mining from social media and news streams. Nikos Tsirakis, Vasilis Poulopoulos, Panagiotis Tsantilas and Iraklis Varlamis.

Predicting Object Trajectories From High-Speed Streaming Data. Nikolaos Zorbas, Dimitrios Zissis, Konstantinos Tserpes and Dimosthenis Anagnostopoulos.

The Technology of Processing intensive structured data-flows on a Supercomputer. Grigoriy F. Masich, Alexey G Masich and Vladislav A Shchapov.

Issues in Complex Event Processing Systems. Ioannis Flouris, Nikos Giatrakos, Minos Garofalakis and Antonios Deligiannakis.



Tutorials

Friday

10:05-11:50 Privacy Engineering: Session I (Room 15)

13:10-14:55 Privacy Engineering: Session II (Room 15)

15:15-17:00 Customer Switching: Session I (Room 11)

15:15-17:00 Privacy Engineering: Session III (Room 15)

Saturday

10:20-12:05 Customer Switching: Session II (Room 11)


Trustworthy Data Fusion and AnalyticsZheng Yan, Guojun Wang

August 21, 2015, 17:15-18:15

With the rapid growth of Internet of Things (IoT), social networking, per-vasive computing, future Internet, mobile communications, and cloud com-puting, various data with big volumes flow over the networks and can be collected or extracted for specific process, fusion and analysis in order to support many promising services with intelligence. Trust is crucially impor-tant for fusion and analytics on big data. First, fusing big data from different sources may discover new knowledge, which could result in identification of individuals, thus possible to track an individual’s activities. Any leak of such information would be a damaging betrayal of trust. Second, big data holds four typical characteristics named 4V: Volume, Velocity, Variety, Veracity, in which veracity greatly motivates the research on trustworthiness in big data collection, transmission, fusion, process and analytics. In particular, data trust is a serious issue in machine learning and data mining to ensure their quality.

Trust in data fusion and analytics has received increasing attention in recent years. However, the data fusion and analytics bring new challenges to trust research. First, the huge volume of unconnected data provide unparal-leled infrastructure for building trust relationships to achieve trustworthy data fusion and analytics. Second, data sources are often of different qua-lity, and with significant differences in the coverage, accuracy and timeli-ness of data, which brings significant challenges to achieve trustworthy data fusion and analytics. Third, the problem of lacking trust is originated from distributed data sources and extended through the entire life cycle of the big data fusion and analytics. How to model, compute and manage the trust has become essential and crucial for big data fusion and analytics. Finally, data fusion and analytics could intrude user privacy, which greatly impedes the practical deployment and adoption of data mining services. How to preserve privacy in data fusion and analytics is an interesting and significant topic.

This panel discussion aims to discuss various aspects of trust in big data fusion and analytics, explore key technologies and investigate technology enablers to motivate future research.

Panelists:

Prof. Vincenzo Piuri, IEEE fellow, IEEE Vice President on Technical Activities , EiC of IEEE Systems JournalProf. Francisco Herrera, University of Granada, SpainDr. Peter Mueller, IBM Zurich, SwitzerlandProf. Jinjun Chen, University of Technology Sydney, AustraliaProf. Nitesh Chawla, University of Notre Dame, USADr. Ryan Ko, University of Waikato, New Zealand

Panel Discussion:

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IEEE TrustCom-BigDataSE-ISPA 2015 Badges IEEE TrustCom-BigDataSE-ISPA 2015 Badges must be worn at all times and are necessary for entrance into all sessions and events. Badges will be checked at the entrance to ensure eligibility.

Conference Venue The venue of the conference is Crowne Plaza Helsinki. They offer first-class facilities and personalized service as well as a completely new milieu for the conference. The venue has a good location virtually opposite the Finnish National Opera and very easy access to Helsinki city center.

Registration

Conference registration will be held at the Crowne Plaza, on the second floor next to Winter Garden. All attendees have to register and receive a conference badge in order to participate in the conference activities.

Photo ID required Individuals are responsible for picking up their own registration packages. No attendee will be allowed to pick bags for their colleagues.

Registration and Information Desk Hours

Wed: 15:00-20:00 Thu: 07:00-18:00 Fri: 07:30-18:00 Sat: 08:00-14:00

Food and Beverage Morning coffee, lunch and afternoon coffee will be provided on Thursday, Friday and Saturday according to the program. Lunch will be served in Royal Hall and both morning and afternoon coffee in the Winter Garden.

Wireless Access

Crowne Plaza has a free wireless access for all the participants.

General Information

Companion Hospitality

Companions are invited to begin their daily activities in the Companion Hospitality Suite with coffee. There is a Hospitality Suite in Room 13 until 10am every day with coffee. Meet your friends prior to making plans for the day.

Language

All conference sessions and publications will be in English.

Cell Phones/Laptops

Please be respectful of your fellow conference attendees and speakers. During sessions, please lower the volume of on your electronic devices and put your phone on a vibrate mode.

Local Information

Please see the detailed guide to Helsinki and the map of Helsinki. You will find them in your own conference bag.

For more information, please contact our conference team directly. We are happy to help!

Helsinki Tourist Information

Address: Pohjoisesplanadi 19 Tel. +358 (0)9 3101 3300 E-mail: tourist.info(at)hel.fi

http://www.visithelsinki.fi/en

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Photos: Niklas Sjöblom

To get to the Gala Dinner Venue, please see the options below:

1) Walk 2 km to the city center – please see the map in your conference bag.

2) Take the tram (number 4)

Please join one of the volunteers to get to Pörssitalo.

They have tram tickets available for all the participants.


You are most welcome to the conference Welcome Reception on the second floor of Crowne Plaza on 20 August at 18-20. Enjoy some delicious Finnish nibbles and excellent sparkling wine while listening the welcome words and meeting and greeting your fellow attendees. This event is included in the conference registration fee.

The Gala Dinner Venue is Restaurant Pörssi, the Helsinki Stock Exchange. Central location, high-quality kitchen and sophisticated style make Pörssi a unique venue for the dinner. Pörssi has been the restaurant of choice for the stars of Finnish cinema and the royalty both in the past and today.

Thursday, 20 August 2015 at Crowne Plaza Royal Hall

(18.00-20.00)Crowne Plaza

Mannerheimintie 50, 00260 Helsinki

Welcome Reception

Social Events

Friday, 21 August 2015 at Restaurant Pörssi

(19:00-22:30) Fabianinkatu 14, 00100 Helsinki

Gala Dinner

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FEDERATION OF FINNISH LEARNED SOCIETIES

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