SlideShare a Scribd company logo
Enable Insight
Driven Data Risk
Assessments with AI
G E O R G E T Z I A H A N A S , PA R T N E R , S O H O 2
S I M O N TAY L O R , V P G L O B A L PA R T N E R &
A L L I A N C E S , L U C I D W O R K S
Companies face major
challenges in applying proper
data governance, maximizing the
value they get from data, and
complying with the fragmented
data regulation landscape.
MALCOLM MURRAY
VICE PRESIDENT OF AUDIT RESEARCH
GARTNER SEPT 2018
What's the scope of the Risk Challenge?
Growth in
Data Volume
Distribution of
Sensitive Data
4.4 ZB
44 ZB
Sensitive Data
Context is Manual
GDPR is a wake-up call…. to draft
new data security strategies
DEBORAH KISH, PRINCIPAL RESEARCH ANALYST
GARTNER AUG 2018
A panicked response
to GDPR, which focuses
almost exclusively on data
protection and security
requirements, distorts an
organization’s data and
analytics program &
strategy
LYDIA CLOUGHERTY JONES, RESEARCH DIRECTOR
GARTNER JAN 2018
POLICY & PEOPLE AREN’T THE ONLY
ANSWER. INSIGHT IS EVERYTHING
Assessing Risk through Insight
M O D E R N I N S I G H T E N G I N E S , A N A LY T I C S , A N D C O L L A B O R AT I O N
S O L U T I O N S D E A L W I T H M A S S I V E D ATA V O L U M E S
o Aggregation, access, and movement of data is rapid
o Multiple Geographies, cloud systems, third-party providers
increasingly used
T R A D I T I O N A L LY R I S K A N D I N S I G H T A R E V I E W E D S E PA R AT E LY
o Risk and security rely on one set of solutions and processes
o Insight and data analytics solutions are not core to risk and
security
I N F O R M AT I O N I N S I G H T D R I V E N S O L U T I O N S C A N B E A N I M P O R TA N T
PA R T O F A S S E S S I N G A N D M A N A G I N G R I S K
Information defines the risk
• General Data protection regulation (GDPR)
• California Consumer privacy act (CCPA)
• Health Insurance Portability and Accountability act (HIPAA)
• NIST Proposed Security and Privacy Controls (800-53 r5)
Regulations and
standards increasingly
focus on the nature of
the data
• Need to establish solutions to ascertain or verify what
information actually exists in those systems or locations
Controls are associated
with systems or access
based on underlying
information
Proactively
Assessing &
Monitoring
Risk with NIST
Capabilities for
risk assessment
platforms
OPEN, SCALABLE
PLATFORM
TEXT ANALYTICS,
NATURAL LANGUAGE
PROCESS, AND ENTITY
EXTRACTION
MACHINE LEARNING AND
AI DRIVEN CONTENT
CLASSIFICATION AND
CLUSTERING
CONNECTOR
FRAMEWORK THAT
PROVIDES ACCESS
TO SOURCE
SYSTEMS
PATTERN
RECOGNITION
AND REGULAR
EXPRESSION
SUPPORT
FLEXIBLE INDEX AND
QUERY PIPELINES TO
HANDLE DIVERSE
DATA
Ask the Audience
H A S YO U R O RG A N I Z AT I O N A D O P T E D T H E F O L LO W I N G DATA P R I N C I P L E S A S
PA RT O F YO U R S E N S I T I V E DATA R I S K S T R AT E G Y ?
o DATA C U R AT I O N (C L A R I T Y O N T Y P E A N D LO C AT I O N )
o AU D I TA B I L I T Y ( R I S K A S S E S S M E N T/ F O R E N S I C S )
o DATA M I N I M I Z AT I O N ( L I M I T TO W H AT I S N E C E S S A R Y )
o DATA E R A S U R E ( W I T H O U T D E L AY )
o S E C U R E DATA T R A N S F E R S ( W O R L D W I D E A N D PA RT I C U L A R LY O U T S I D E O F
E U )
SEARCH
FILTER
VISUALIZATION
NAVIGATIONINSIGHT
RELEVANCY STATISTICS RANKING
CORRELATION
ACTIVITY
CONTENT
INDEX NATURAL
LANGUAGE
BOOSTED
RESULTS
MACHINE
LEARNING
QUERY RULE
MATCHING
USER
SIGNALS
FACET, TOPIC
& CLUSTER
S E N S I T I V E
D ATA
Human
Generated
System
Generated
Application
Generated
S O L U T I O N
Risk / Insight
Analytics
How the capabilities fit together
What Does
An Effective
Insight Tool
Look Like?
Benefit of insight driven approach
Leverage the same
platforms that drive
information insight to
assess risk
Focus is on the nature of
the information itself and
not limited to system or
access level controls
Provides a means to assess
and monitor proactively
Quickly add information
types, geographies, or data
sources
Digital Workplace Case Studies & Transformation
Activate brings together the brightest minds in search, AI, machine learning, data science,
analytics, and UX to share innovations and best practices to connect employees to information,
insights, and each other.
Register by July 26 to save $400 with the early registration rate and save an additional 20% when
you use code CS19 at www.activate-conf.com
QUESTIONS?
Type your questions in the chat box now.
K YOUTH YOAN

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Webinar: Enable Insight Driven Data Risk Assessments with AI

  • 1. Enable Insight Driven Data Risk Assessments with AI G E O R G E T Z I A H A N A S , PA R T N E R , S O H O 2 S I M O N TAY L O R , V P G L O B A L PA R T N E R & A L L I A N C E S , L U C I D W O R K S
  • 2. Companies face major challenges in applying proper data governance, maximizing the value they get from data, and complying with the fragmented data regulation landscape. MALCOLM MURRAY VICE PRESIDENT OF AUDIT RESEARCH GARTNER SEPT 2018
  • 3. What's the scope of the Risk Challenge? Growth in Data Volume Distribution of Sensitive Data 4.4 ZB 44 ZB Sensitive Data Context is Manual
  • 4. GDPR is a wake-up call…. to draft new data security strategies DEBORAH KISH, PRINCIPAL RESEARCH ANALYST GARTNER AUG 2018 A panicked response to GDPR, which focuses almost exclusively on data protection and security requirements, distorts an organization’s data and analytics program & strategy LYDIA CLOUGHERTY JONES, RESEARCH DIRECTOR GARTNER JAN 2018 POLICY & PEOPLE AREN’T THE ONLY ANSWER. INSIGHT IS EVERYTHING
  • 5. Assessing Risk through Insight M O D E R N I N S I G H T E N G I N E S , A N A LY T I C S , A N D C O L L A B O R AT I O N S O L U T I O N S D E A L W I T H M A S S I V E D ATA V O L U M E S o Aggregation, access, and movement of data is rapid o Multiple Geographies, cloud systems, third-party providers increasingly used T R A D I T I O N A L LY R I S K A N D I N S I G H T A R E V I E W E D S E PA R AT E LY o Risk and security rely on one set of solutions and processes o Insight and data analytics solutions are not core to risk and security I N F O R M AT I O N I N S I G H T D R I V E N S O L U T I O N S C A N B E A N I M P O R TA N T PA R T O F A S S E S S I N G A N D M A N A G I N G R I S K
  • 6. Information defines the risk • General Data protection regulation (GDPR) • California Consumer privacy act (CCPA) • Health Insurance Portability and Accountability act (HIPAA) • NIST Proposed Security and Privacy Controls (800-53 r5) Regulations and standards increasingly focus on the nature of the data • Need to establish solutions to ascertain or verify what information actually exists in those systems or locations Controls are associated with systems or access based on underlying information
  • 8. Capabilities for risk assessment platforms OPEN, SCALABLE PLATFORM TEXT ANALYTICS, NATURAL LANGUAGE PROCESS, AND ENTITY EXTRACTION MACHINE LEARNING AND AI DRIVEN CONTENT CLASSIFICATION AND CLUSTERING CONNECTOR FRAMEWORK THAT PROVIDES ACCESS TO SOURCE SYSTEMS PATTERN RECOGNITION AND REGULAR EXPRESSION SUPPORT FLEXIBLE INDEX AND QUERY PIPELINES TO HANDLE DIVERSE DATA
  • 9. Ask the Audience H A S YO U R O RG A N I Z AT I O N A D O P T E D T H E F O L LO W I N G DATA P R I N C I P L E S A S PA RT O F YO U R S E N S I T I V E DATA R I S K S T R AT E G Y ? o DATA C U R AT I O N (C L A R I T Y O N T Y P E A N D LO C AT I O N ) o AU D I TA B I L I T Y ( R I S K A S S E S S M E N T/ F O R E N S I C S ) o DATA M I N I M I Z AT I O N ( L I M I T TO W H AT I S N E C E S S A R Y ) o DATA E R A S U R E ( W I T H O U T D E L AY ) o S E C U R E DATA T R A N S F E R S ( W O R L D W I D E A N D PA RT I C U L A R LY O U T S I D E O F E U )
  • 10.
  • 11. SEARCH FILTER VISUALIZATION NAVIGATIONINSIGHT RELEVANCY STATISTICS RANKING CORRELATION ACTIVITY CONTENT INDEX NATURAL LANGUAGE BOOSTED RESULTS MACHINE LEARNING QUERY RULE MATCHING USER SIGNALS FACET, TOPIC & CLUSTER S E N S I T I V E D ATA Human Generated System Generated Application Generated S O L U T I O N Risk / Insight Analytics How the capabilities fit together
  • 13. Benefit of insight driven approach Leverage the same platforms that drive information insight to assess risk Focus is on the nature of the information itself and not limited to system or access level controls Provides a means to assess and monitor proactively Quickly add information types, geographies, or data sources
  • 14. Digital Workplace Case Studies & Transformation Activate brings together the brightest minds in search, AI, machine learning, data science, analytics, and UX to share innovations and best practices to connect employees to information, insights, and each other. Register by July 26 to save $400 with the early registration rate and save an additional 20% when you use code CS19 at www.activate-conf.com
  • 15. QUESTIONS? Type your questions in the chat box now.