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Multilingual Digital Forensics and Text Analytics

Multilingual Digital Forensics and Text Analytics Mission -Critical tools for the Intelligence Community. Gregor Stewart. Director of Product Management. Basis Technology Corporation . Overview. Introductions

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Multilingual Digital Forensics and Text Analytics

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  1. Multilingual Digital Forensics and Text Analytics Mission-Critical tools for the Intelligence Community Gregor Stewart Director of Product Management Basis Technology Corporation

  2. Overview • Introductions • An end-to-end example that illustrates how recent advances in human language technology can help your mission. • Media exploitation using Autopsy, Basis' open source toolkit for Digital Forensics • Multilingual document Triage, Translation, Cataloguing and Discovery, using Basis’ Rosette Linguistics Platform. • Thoughts to motivate and inform future advances

  3. Introduction: Basis Technology

  4. Introduction: Gregor Stewart • Product Manager for Text Analytics, including: • Rosette Linguistics Platform • Entity Analytics • Name Indexing and Translation • Chat Translator • Highlight • Questing for: • Quality: accuracy, performance • Coverage: languages, domains, genres • Integration: tasks, workflows, UX • Innovation: new aggregates, functions

  5. A (Convenient) Fiction… • One morning,not so long ago… the CIA was asked by the President toassess the chance that the Syrian opposition would use chemical weapons by mid-2014. • As part of building that analysis, and because there are Al-Qaeda elements in the Syrian opposition, an analyst named Alice was asked to characterize Al-Qaeda’s attitudeto using chemical weapons against Middle Eastern governments.

  6. A document that Aliceneeds to read…

  7. From: Ayman Al-Zawahiri (?) To: “Hafiz Sultan”

  8. Dear Brother, We need guidance from you on the issue of using chlorine gas technology. It was reported that the brothers in Iraq have used it, but this was implicitly denied in a statement issued by the Islamic State of Iraq. The brothers where Mahmud is have the potential to use chlorine gas on the forces of the apostates, Jalal Talabani and Mas'ud Barzani, and have already considered using it. However, I informed them that matters as serious as this require centralized [coordination] and permission from the senior [al-Qa'ida] leadership, because the gas could be difficult to control and might harm some people, which could tarnish our image, alienate people from us, and so on.” From: Ayman Al-Zawahiri (?) To: “Hafiz Sultan”

  9. Dear Brother, We need guidance from you on the issue of using chlorine gas technology. It was reported that the brothers in Iraq have used it, but this was implicitly denied in a statement issued by the Islamic State of Iraq. The brothers where Mahmud is have the potential to use chlorine gas on the forces of the apostates, Jalal Talabani and Mas'ud Barzani, and have already considered using it. However, I informed them that matters as serious as this require centralized [coordination] and permission from the senior [al-Qa'ida] leadership, because the gas could be difficult to control and might harm some people, which could tarnish our image, alienate people from us, and so on.” From: Ayman Al-Zawahiri (?) To: “Hafiz Sultan”

  10. 3/28/07 From: Ayman Al-Zawahiri (?) To: “Hafiz Sultan”

  11. 3/28/07 Today

  12. 3/28/07 Today 5/2/11 Raid in Abbottabad

  13. 3/28/07 Today 5/2/11 5/3/11 Triage at Bagram AFB

  14. 3/28/07 Today 5/2/11 5/3/11

  15. 3/28/07 Today 5/2/11 5/3/11

  16. 3/28/07 Today 5/2/11 5/3/11

  17. 3/28/07 Today 5/2/11 5/3/11 Advance: Robust NLP in an application that’s not language-centric

  18. 3/28/07 Today 5/2/11 5/3/11 5/12/11 Translation in Vienna, VA

  19. 3/28/07 Today 5/2/11 5/3/11 5/12/11

  20. 3/28/07 Today 5/2/11 5/3/11 5/12/11

  21. 3/28/07 Today 5/2/11 5/3/11 5/12/11

  22. 3/28/07 Today 5/2/11 5/3/11 5/12/11

  23. 3/28/07 Today 5/2/11 5/3/11 5/12/11

  24. 3/28/07 Today 5/2/11 5/3/11 5/12/11 Advance: Configuration to Adaptation

  25. 3/28/07 Today 5/2/11 5/3/11 5/12/11

  26. 3/28/07 Today 5/2/11 5/3/11 5/12/11 Screen 1

  27. 3/28/07 Today 5/2/11 5/3/11 5/12/11 Screen 1 Screen 2

  28. 3/28/07 Today 5/2/11 5/3/11 5/12/11 Screen 1 Screen 2 Advance: Collaborationof translator’s knowledge with computer’s fast extraction.

  29. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  30. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11 Cataloging in “the cloud”

  31. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  32. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  33. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  34. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11 Advance: From indexing strings to understanding things.

  35. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11 …characterize Al-Qaeda’s attitudeto using chemical weapons against Middle Eastern governments.

  36. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  37. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  38. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  39. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  40. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  41. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  42. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  43. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  44. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  45. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  46. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  47. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  48. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

  49. 3/28/07 Today 5/2/11 5/3/11 5/12/11 5/14/11

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