https://github.com/yuanchun-li/DeepPayload

Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection
https://github.com/yuanchun-li/DeepPayload

Last synced: about 1 month ago
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Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection

• Host: GitHub
• URL: https://github.com/yuanchun-li/DeepPayload
• Owner: yuanchun-li
• License: mit
• Created: 2021-01-19T12:32:18.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2022-11-17T08:25:22.000Z (about 2 years ago)
• Last Synced: 2024-08-12T08:09:24.221Z (5 months ago)
• Language: Jupyter Notebook
• Size: 9.72 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-MLSecOps - DeepPayload

README

        
# DeepPayload

Code for the paper "DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection."

# Usage

`trigger_detector.py`: train the trigger detector.

`trojan_attack.py`: perform backdoor attack on a victim model with the trained trigger detector.