BIG DATA & CYBER DEFENSE · 2018-08-12 · BIG DATA –WHAT IS NEXT •Predictive analytics/machine...

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BIG DATA & CYBER DEFENSE ANDY PILATO, CHIEF TECHNOLOGY OFFICER (CTO)

Transcript of BIG DATA & CYBER DEFENSE · 2018-08-12 · BIG DATA –WHAT IS NEXT •Predictive analytics/machine...

Page 1: BIG DATA & CYBER DEFENSE · 2018-08-12 · BIG DATA –WHAT IS NEXT •Predictive analytics/machine learning with big data. •Open Source dominance in big data technologies. •Data

BIG DATA & CYBER DEFENSE ANDY PILATO, CHIEF TECHNOLOGY OFFICER (CTO)

Page 2: BIG DATA & CYBER DEFENSE · 2018-08-12 · BIG DATA –WHAT IS NEXT •Predictive analytics/machine learning with big data. •Open Source dominance in big data technologies. •Data

OUTLINE

• WHAT WE PROTECT

• WHAT IS BIG DATA/HISTORY

• BRIEF HISTORY

• USING BIG DATA

• COMMON CYBER ANALYTICS PLATFORM

• WHAT IS NEXT

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People Systems Data

WHAT DO WE PROTECT? CNF Tech

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SIDE NOTE

• Stop me if I speak too fast.

• I will try and answer questions at the end.

• I will stop for questions if you can’t wait till the end.

• I will try not to bore.

• And please.

• No tomatoes.

Page 5: BIG DATA & CYBER DEFENSE · 2018-08-12 · BIG DATA –WHAT IS NEXT •Predictive analytics/machine learning with big data. •Open Source dominance in big data technologies. •Data

• Big Data is the process of examining large and varied data sets.

WHAT IS BIG DATA

Uncover Hidden Patterns Unknown Correlations Customer Preferences Make Better Informed Decisions

CIDDs

• Big Data Brief History

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BIG DATA IN CYBER DEFENSE

• Collect large disparate data.

• Correlate, Visualize, Analyze.

• Normalize.

• Operationalize.

COLLECT - LEARN - ACT

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USING BIG DATA IN CYBER DEFENSE

Healthcare.

Space Exploration.

Cyber Defense.

• Descriptive analytics.

• Diagnostic analytics.

• Predictive analytics.

• Prescriptive analytics.

Utilities.

BIG DATA USE CASES

Page 8: BIG DATA & CYBER DEFENSE · 2018-08-12 · BIG DATA –WHAT IS NEXT •Predictive analytics/machine learning with big data. •Open Source dominance in big data technologies. •Data

BIG DATA CYBER DEFENSE MODEL

Prevent.

Detect.

Respond.

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CYBER THREATS AND CHALLENGESSHORT FALLS & SUPPLEMENTATION

• Malware attacks increase in volume and complexity.

• Data volume.

• Scalability.

• Protecting sensitive and personal information.

• Data rights and ownership.

• No expertise to analyze the data.

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BENEFITS OF BIG DATA OPERATIONALIZATION

• Detecting potential risk.

• Prevent, Detect and Respond.

• In-depth analysis creates insights.

• Operationalization capabilities respond automatically.

THE NEXT STEP

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COMMON CYBER ANALYSIS PLATFORM

Nessus Vulnerability Data Metasploit Exploit Data

Backbone device logs

Server patch levels

IDS Sensor Information

Heuristic Data

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ANSWERS IN BIG DATA

• What does an organization need to know to be security

aware?

• Affected, Vulnerable?

• Exposed, Exploitable?

• Patched?

• Under Attack?

• How can we use BIG DATA to answer these questions?

WHAT WE ARE LOOKING FOR

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COMMON CYBER ANALYST PLATFORM

Near Real TimeAnalysis

• Monitor feeds

• Refined tuning

• Integrated

Workflows

• Sensor Events

• Forensic Data

• SEIM Relations

• Dashboards

• Correlation

• Reporting

• Normalizing

• Refined Correlation

• Specialized Feeds

• Automated Reports

• Collect

• Retain/Store

• Compliance

• Scanners

• Predictive Analysis

• Heuristics

• Advanced Analysis

• Fusion

In-depth Analysis Logs Sensors Data Analysis Alert Management

• Nessus

• Firewall

• Cisco

• Compliance

• Snort

• Fidelis

• Logger

• Splunk

• ELK

CYBER BIG DATA PROCESS

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BIG DATA – WHAT IS NEXT

• Predictive analytics/machine learning with big data.

• Open Source dominance in big data technologies.

• Data is becoming the new oil.

• Chief Data Officers (CDOs) innovate driving value from data.

• Fast growing Internet of Things will result in even more data.

THE FUTURE

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THANK YOUCNF Tech

I couldn't answer your questions

Please come meet me at our booth

Or Email me at: [email protected]

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QUESTIONS?