DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis

DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis

Association for Computing Machinery (ACM) via YouTube Direct link

Overview of DeepMem

5 of 11

5 of 11

Overview of DeepMem

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DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis

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  1. 1 Intro
  2. 2 Memory Forensics
  3. 3 Existing Techniques
  4. 4 Limitations
  5. 5 Overview of DeepMem
  6. 6 Memory Graph
  7. 7 Embedding Network
  8. 8 Object Detection Basic idea: voting scheme.
  9. 9 Detection Accuracy
  10. 10 Robustness
  11. 11 Efficiency

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