Yoruko-Tang / ModelGuardLinks
Official implementation of the USENIX Security 2024 paper ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.
☆14Updated last year
Alternatives and similar repositories for ModelGuard
Users that are interested in ModelGuard are comparing it to the libraries listed below
Sorting:
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆31Updated 4 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆128Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆127Updated 8 months ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆42Updated 2 years ago
- A compact toolbox for backdoor attacks and defenses.☆175Updated last year
- Website & Documentation: https://sbaresearch.github.io/model-watermarking/☆24Updated last year
- Implementations of data poisoning attacks against neural networks and related defenses.☆88Updated last year
- [CCS'22] SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders☆20Updated 3 years ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)