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Lockheed Martin
The DatAvengers:
Jessica Morris, Zeyad Negash, Noelle Browne, Sarah Grandfield
Who is Lockheed Martin?
 American company with global presence
 Aerospace, defense, security, and advanced technologies
 World’s largest defense contractor
 Involved with many various government contracts
 In the US: CIA, FBI, NSA, ILS, The Pentagon, Census Bureau and Postal Service
 Security of the organization is EXTREMELY IMPORTANT
A Vested Interest in Keeping Spies Out
Telling Phone Calls
Suspicious Access Patterns
 Most users access a small set of IP addresses, at
an about equal amount.
 A handful of users access only one IP address or
one IP address disproportionately to the others
accessed.
 Although use of one IP is unusual, it does not
necessarily mean guilt alone.
 All users with a count of IPs above the median
were examined
Suspicious
Median count of IPs
Average count of IPs
Air Travel Patterns
Employee Termination
 Terminated employees are especially
suspicious
 Worth looking at crossover factors
between terminated employees
 Reasons for termination a factor
Reasons for Employee Termination
Terminated Employees With Single IP
Address Counts > 300
Factors for Investigation
 Check outgoing calls to North Korea, Peru, and Eritrea
 Cross reference with users who were fired or demoted that had suspicious IP
patterns
 Compare with air travel data
List of Potential Spies
Questions?

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LockheedPreview

  • 1. Lockheed Martin The DatAvengers: Jessica Morris, Zeyad Negash, Noelle Browne, Sarah Grandfield
  • 2. Who is Lockheed Martin?  American company with global presence  Aerospace, defense, security, and advanced technologies  World’s largest defense contractor  Involved with many various government contracts  In the US: CIA, FBI, NSA, ILS, The Pentagon, Census Bureau and Postal Service  Security of the organization is EXTREMELY IMPORTANT
  • 3. A Vested Interest in Keeping Spies Out
  • 5. Suspicious Access Patterns  Most users access a small set of IP addresses, at an about equal amount.  A handful of users access only one IP address or one IP address disproportionately to the others accessed.  Although use of one IP is unusual, it does not necessarily mean guilt alone.  All users with a count of IPs above the median were examined Suspicious Median count of IPs Average count of IPs
  • 7. Employee Termination  Terminated employees are especially suspicious  Worth looking at crossover factors between terminated employees  Reasons for termination a factor
  • 8. Reasons for Employee Termination
  • 9. Terminated Employees With Single IP Address Counts > 300
  • 10. Factors for Investigation  Check outgoing calls to North Korea, Peru, and Eritrea  Cross reference with users who were fired or demoted that had suspicious IP patterns  Compare with air travel data

Editor's Notes

  1. Phone calls were deemed suspicious if they lasted for less than 10 minutes and were to or from a foreign country Countries WITH Lockheed locations were judged to have zero suspicious inbound or outbound phone calls Only suspicious phone calls are from/to countries WITHOUT Lockheed locations Most suspicious phone calls are from/to Central and South America Mexico is the country with the most suspicious calls