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Why Applying Computer Vision to Malware Detection?
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Classroom Contents
HeNet- A Deep Learning Approach on Intel Processor Trace for Effective Exploit Detection
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- 1 Intro
- 2 How Secure are Deep Learning Malware Detectors?
- 3 Control Flow Classification for Malware Detection
- 4 Intel Processor Trace (Intel PT)
- 5 Image Conversion of Intel PT Control Flow Packets
- 6 Recall The Proposed Malware Detection System
- 7 Why Applying Computer Vision to Malware Detection?
- 8 HeNet: Hierarchical Ensemble Neural Network
- 9 HeNet Performance Evaluation
- 10 HeNet Low-level Model Performance
- 11 HeNet Top-level Ensemble Model
- 12 Conclusions and Future Work
