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Defense - Heuristic Evasion Detection
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Classroom Contents
Catch Me If You Can - A Decade of Evasive Malware Attack and Defense
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- 1 Introduction
- 2 Dynamic Automated Analysis Systems
- 3 Motivation
- 4 Presentation Outline
- 5 Offense - Detecting Analysis Systems
- 6 Environmental Artifacts & Timing
- 7 CPU Virtualization & Process Introspection
- 8 Reverse Turing Tests & Network Artifacts
- 9 Detecting Malware Evasion
- 10 Multi-System Execution
- 11 Evasion Detection - Discussion
- 12 Early Approaches
- 13 Path Exploration
- 14 Hypervisor-based Analysis
- 15 Mitigation - Discussion
- 16 Offensive Research
- 17 Defense - Improving Bare Metal Analysis
- 18 Defense - Heuristic Evasion Detection
- 19 Defense - Passing Reverse Turing Tests
- 20 Meta - Establishing Ground Truth
- 21 Meta - Challenges in Research Evaluation
- 22 Conclusion
