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Neural Networks: Powerful yet Mysterious
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Classroom Contents
Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks
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- 1 Intro
- 2 Neural Networks: Powerful yet Mysterious
- 3 How do we test DNNS?
- 4 What about untested samples?
- 5 Definition of Backdoor
- 6 Prior Work on Injecting Backdoor
- 7 Defense Goals and Assumptions
- 8 Key Intuition of Detecting Backdoor
- 9 Design Overview: Detection
- 10 Experiment Setup
- 11 Backdoor Detection Performance (3/3)
- 12 Brief Summary of Mitigation
- 13 One More Thing
