threats & opportunities of big data
TRANSCRIPT
Threats & Opportuni0es of Big Data
Hong-‐Eng Koh Vice President (Corporate)
The Society for the Policing of Cyberspace
Global Lead Jus0ce & Public Safety (JPS), Oracle Corpora0on
Visi0ng Researcher
China Public Security University @he_koh
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Safe Harbor Statement The following is intended to outline our general product direc0on. It is intended for informa0on purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or func0onality, and should not be relied upon in making purchasing decisions. The development, release, and 0ming of any features or func0onality described for Oracle’s products remains at the sole discre0on of Oracle.
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Global Jus0ce & Public Safety (JPS) Team
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Jorge Medina
Cindy Schwimer Tim Wallace Jeff Penrose
David Shepherd Udi Nessimyan Hong-‐Eng Koh
Global Lead Director Industry Strategy & Marke0ng
Bert Oltmans
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34th America’s Cup • September 2013, San Francisco Bay • Team New Zealand leading 8-‐1, one more to win the Cup • Most improbable comebacks in the history of sports: Team USA consecu0ve victories and won with 9-‐8
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What is Big Data?
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VOLUME VELOCITY VARIETY
SOCIAL
BLOG
SMART METER
VALUE
Data
Informa0on
Intelligence
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What’s Happening?
hip://www.go-‐gulf.com/blog/60-‐seconds
Big Data
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Twitter Gives Occupy Wall Street Tweets To New York Judge 14 Sep 2012
“We talk on the Internet about what happened in Egypt, about our structure, about our organiza0on, how to organize a flash mob, how to organize a sit-‐in”
Ahmed Maher, one of the founders of Egypt’s Facebook Revolu0on on 6 Apr 08,
on advising the Occupy ac0vists 7
Why BlackBerry Messenger was rioters' communication method of choice 7 Dec 2011
“Everyone in edmonton e n f i e l d w o o d g r e e n everywhere in north link up at enfield town station at 4 o clock sharp!!!!” “Ah, who wants to buy rioting kits? Gloves, masks, petrol bombs: £5” Crime-Sourcing
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New Witness Behavior
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US Government Agency Compromised by Social Engineering 4 Nov 2013
2009: “Robin Sage” (The Security Blogger)!Information and intelligence obtained from US military personnel!
2011: “Emily Williams”!“What else can happen outside of data being leaked over social networks?”!
Emily Williams Social Engineering 10
How a Hacker Intercepted FBI and Secret Service Calls With Google Maps 27 Feb 2014
Cyber Bullying
“Free this week for a quick gossip/prep before I go and destroy America?” “3 weeks today, we’re totally in LA pissing people off on Hollywood Blvd and diggin’ Marilyn Monroe up!”
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16 Apr: Boston Police confirming explosion at marathon finish line with injuries. Boston Police looking for video of the finish line BPD asking for 0ps Family members looking for info rela0ve to individuals injured during the incident are encouraged to call (617) 635-‐4500.
Boston Police looking for video of the finish line 17 Apr: Airlines and hotels are waiving cancella0on & trip change fees for people traveling to Boston. 19 Apr: Do you recognize these individuals? Contact 1-‐800-‐CALL-‐FBI (1-‐800-‐225-‐5324)
20 Apr: CAPTURED!!! The hunt is over. The search is done. The terror is over. And jusGce has won. Suspect in custody.
Social-enabled Policing
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Intelligence Hub & Alerts
Integrated Policing PlaMorm Integrated Judiciary Management
Integrated CorrecGons PlaMorm
Integrated Border Management Emergency Management Cyber Intelligence Intelligent Video Surveillance
Oracle Jus0ce & Public Safety (JPS) Solu0ons
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Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Intelligence Hub & Alerts
Integrated Policing PlaMorm Integrated Judiciary Management
Integrated CorrecGons PlaMorm
Integrated Border Management Emergency Management Cyber Intelligence Intelligent Video Surveillance
Oracle Jus0ce & Public Safety (JPS) Solu0ons
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Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Intelligence Hub & Alerts
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Oracle Policy AutomaGon
Big Data Appliance, Exadata, Exalogic, ExalyGcs, etc.
Oracle Data Integrator / Oracle
GoldenGate Oracle Event Processing
Master Data Management
Ontology-‐based
SemanGc Analysis
Business Intelligence /
Endeca InformaGon Discovery
Oracle SOA / Service Bus
IdenGty & Access M
anagement /
Database Security OpGons
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Intelligence Hub & Alerts
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Oracle Policy AutomaGon
Big Data Appliance, Exadata, Exalogic, ExalyGcs, etc.
Oracle Data Integrator / Oracle
GoldenGate Oracle Event Processing
Master Data Management
Ontology-‐based
SemanGc Analysis
Business Intelligence /
Endeca InformaGon Discovery
Oracle SOA / Service Bus
IdenGty & Access M
anagement /
Database Security OpGons
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Oracle Business Intelligence (BI) Chicago Police Department – PredicGve Policing
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Intelligence Hub & Alerts
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Oracle Business Intelligence (BI) Italy Ministry of Interior
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Intelligence Hub & Alerts
The image cannot be displayed. Your computer may not have enough memory to open the image, or the image may have been corrupted. Restart your computer, and then open the file again. If the red x still appears, you may have to delete the image and then insert it again.
The image cannot be displayed. Your computer may not have enough memory to open the image, or the image may have been corrupted. Restart your computer, and then open the file again. If the red x still appears, you may have to delete the image and then insert it again.
The image cannot be displayed. Your computer may not have enough memory to open the image, or the image may have been corrupted. Restart your computer, and then open the file again. If the red x still appears, you may have to delete the image and then insert it again.
The image cannot be displayed. Your computer may not have enough memory to open the image, or the image may have been corrupted. Restart your computer, and then open the file again. If the red x still appears, you may have to delete the image and then insert it again.
Deployment vs Crime Analysis
Visibility Crime Search
Deployment Planning
Deployment Analysis
• Database • Data Mining • Spa0al • MapViewer • OBIEE
Dangerous Area Predic0on
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Oracle BI & Endeca Informa0on Discovery Chicago Police Department – PredicGve Policing
• Data mining model that calculates the probability of a crime or incident for the current day and the next three days
• What goes into the predic0on: – Weather – Contact cards – Emergency calls, incidents, arrests – Day of week, date of month
• Technologies used: – Oracle Business Intelligence (BI) – Oracle Data Mining – Oracle Mapviewer (and ESRI)
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Intelligence Hub & Alerts
Oracle Business Intelligence
You know what you don’t know
What if you don’t know what you don’t know?
Endeca InformaGon Discovery
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Intelligence Hub & Alerts Demo
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Data Center and Analy0cs UAE Abu Dhabi Police
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• Endeca • Big Data Appliance • Database
Intelligence Hub & Alerts
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Social-‐Enabled Policing ArgenGne Federal Police
• Engage the community as part of community policing
• Beier understanding of public sen0ments
• Improve crime analysis over social networks
• Early detec0on of suspicious ac0vi0es and crime suspects
• Incorporate new techniques in crime inves0ga0on process
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• Endeca • OBIEE • Exaly0cs • Exadata • Database • Social Engagement and Monitoring Cloud Service
Intelligence Hub & Alerts
131 Non-‐Emergency
Call Center
Centralized Video
Surveillance
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Argen0ne Riots, December 2013
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Cloud: Social Rela0onship Management (SRM) Social Engagement & Monitoring
• Advanced Latent Seman0c Analysis (LSA) technology • 700+ million messages daily • Deeper & more precise data • Rou0ng & auto-‐categoriza0on • Custom topics & indicators • Global languages & data
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Social Engagement & Monitoring Demo
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US Customs & Border Protec0on Automated TargeGng System (ATS)
• Rules based decision support system • Data sources: government and public • Historical data and trends analysis • Deployed for air, land and sea travel • Massive volume of data • Iden0fy high risk targets • Faster clearance for low risk traveler/cargo
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Intelligence Hub & Alerts
Source: Internet
Na0onal Targe0ng Center
• Exadata • Exalogic • Exaly0cs
Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Intelligence Hub & Alerts
Integrated Policing PlaMorm Integrated Judiciary Management
Integrated CorrecGons PlaMorm
Integrated Border Management Emergency Management Cyber Intelligence Intelligent Video Surveillance
Oracle Jus0ce & Public Safety (JPS) Solu0ons
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Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Cyber Intelligence • Cyber Intelligence • Network Behavior Anomaly Detec0on (NBAD)
• Analy0cs & Repor0ng • DPI-‐based Router
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• Big Data Appliance • Oracle Event Processing • Real-‐Time Decisions • Endeca Informa0on Discovery
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Cyber Intelligence
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M2M (Machine 2 Machine), IoT (Internet of Things)
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European Union eCall (by 2015?)
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San Francisco SFPark
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• Sensors • Big Data • Mobility • Social
Privacy?
That’s another story…
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hong-‐[email protected] @he_koh linkedin.com/in/hekoh