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MITRE
| 1 |
TRAM:
An Easier Way to Map to ATT&CK
Jackie Lasky
Sarah Yoder
@sarah__yoder
@MITREattack #ATTACKcon
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
How Does Information Get into ATT&CK?
1. Find reliable open source
reporting
| 2 |
2. Find behaviors in the report
- Think ATT&CK structure
▪ Tactic (Why)
▪ Technique (How)
▪ Procedure (What)
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
| 3 |
Defense Evasion
Defense Evasion
Discovery
Discovery
| Obfuscated Files or Information(T1027)
| Obfuscated Files or Information(T1027)
| File and Directory Discovery (T1083)
| Virtualization/Sandbox Evasion (T1497)
| Data Encrypted for Impact (T1486) | Process Discovery (T1057)
| System Service Discovery (T1007)
https://usa.kaspersky.com/about/press-releases/2018_synack-doppelganging
Defense Evasion
Impact
Defense Evasion | Execution Guardrails (T1480)
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
Finding Behaviors in Finished Reporting
The Problem
▪ Too many reports, not enough
people!
– ATT&CK is updated manually
– Backlog of unanalyzed reports
▪ Human error
– Potential for inaccurate information
– Availability bias
▪ Training new team members
– Analysis process is complex
– Takes time to learn ATT&CK
| 4 |
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
Our Solution: Threat Report ATT&CK Mapper (TRAM)
| 5 |
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
TRAM Under the Hood
| 6 |
5
Test Data
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
Challenges
| 7 |
▪ Extracting meaning from text is hard
▪ Handling prediction error
– Noise in data
– Anomalies
– Differentiating between similar techniques
▪ Needing more data
– Imbalanced datasets
– Lots of false positives
▪ Creating a backup plan for techniques with no data
– Regular expressions
– String matching
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
TRAM “Demo”
| 8 |
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
TRAM “Demo”
| 9 |
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
TRAM “Demo”
| 10 |
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
TRAM “Demo”
| 11 |
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
Why Does This Matter?
• Make it easier to get started with ATT&CK
- We know mapping reports to ATT&CK can
be overwhelming
• Find techniques we forget about or have
never heard of
- Remembering 266+ techniques is hard!
• Use reporting that is important to you
- We try to stay up to date, but new
information comes out faster than we can
say ATT&CK
| 12 |
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
Takeaways
• Understand adversary TTPs
- ATT&CK helps frame these behaviors
- You can then write detections, assess where your gaps
are, track adversaries you care about, and emulate those
adversaries
• Mapping data to ATT&CK is hard
• TRAM hopes to make that easier
- NLP + SQL + regex + ATT&CK = ☺
- Available to the community soon!
| 13 |
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
| 14 |
attack@mitre.org
@MITREattack
#ATTACKcon
Sarah Yoder
@sarah__yoder
Jackie Lasky
©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.

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MITRE ATT&CKcon 2.0: ATT&CK Updates - TRAM; Jackie Lasky and Sarah Yoder, MITRE

  • 1. MITRE | 1 | TRAM: An Easier Way to Map to ATT&CK Jackie Lasky Sarah Yoder @sarah__yoder @MITREattack #ATTACKcon ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 2. How Does Information Get into ATT&CK? 1. Find reliable open source reporting | 2 | 2. Find behaviors in the report - Think ATT&CK structure ▪ Tactic (Why) ▪ Technique (How) ▪ Procedure (What) ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 3. | 3 | Defense Evasion Defense Evasion Discovery Discovery | Obfuscated Files or Information(T1027) | Obfuscated Files or Information(T1027) | File and Directory Discovery (T1083) | Virtualization/Sandbox Evasion (T1497) | Data Encrypted for Impact (T1486) | Process Discovery (T1057) | System Service Discovery (T1007) https://usa.kaspersky.com/about/press-releases/2018_synack-doppelganging Defense Evasion Impact Defense Evasion | Execution Guardrails (T1480) ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17. Finding Behaviors in Finished Reporting
  • 4. The Problem ▪ Too many reports, not enough people! – ATT&CK is updated manually – Backlog of unanalyzed reports ▪ Human error – Potential for inaccurate information – Availability bias ▪ Training new team members – Analysis process is complex – Takes time to learn ATT&CK | 4 | ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 5. Our Solution: Threat Report ATT&CK Mapper (TRAM) | 5 | ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 6. TRAM Under the Hood | 6 | 5 Test Data ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 7. Challenges | 7 | ▪ Extracting meaning from text is hard ▪ Handling prediction error – Noise in data – Anomalies – Differentiating between similar techniques ▪ Needing more data – Imbalanced datasets – Lots of false positives ▪ Creating a backup plan for techniques with no data – Regular expressions – String matching ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 8. TRAM “Demo” | 8 | ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 9. TRAM “Demo” | 9 | ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 10. TRAM “Demo” | 10 | ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 11. TRAM “Demo” | 11 | ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 12. Why Does This Matter? • Make it easier to get started with ATT&CK - We know mapping reports to ATT&CK can be overwhelming • Find techniques we forget about or have never heard of - Remembering 266+ techniques is hard! • Use reporting that is important to you - We try to stay up to date, but new information comes out faster than we can say ATT&CK | 12 | ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 13. Takeaways • Understand adversary TTPs - ATT&CK helps frame these behaviors - You can then write detections, assess where your gaps are, track adversaries you care about, and emulate those adversaries • Mapping data to ATT&CK is hard • TRAM hopes to make that easier - NLP + SQL + regex + ATT&CK = ☺ - Available to the community soon! | 13 | ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.
  • 14. | 14 | attack@mitre.org @MITREattack #ATTACKcon Sarah Yoder @sarah__yoder Jackie Lasky ©2019 The MITRE Corporation. ALL RIGHTS RESERVED. Approved for public release. Distribution unlimited 19-01159-17.