LukasStruppek / Plug-and-Play-Attacks
[ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be Careful What You Smooth For".
☆40Updated 6 months ago
Alternatives and similar repositories for Plug-and-Play-Attacks:
Users that are interested in Plug-and-Play-Attacks are comparing it to the libraries listed below
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Updated last year
- ☆41Updated last year
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Updated 2 years ago
- ☆25Updated 3 years ago
- ☆24Updated 2 years ago
- [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks☆38Updated last year
- Improving Robustness to Model Inversion Attacks via Mutual Information Regularization (AAAI 2021)☆6Updated last year
- Code for "Variational Model Inversion Attacks" Wang et al., NeurIPS2021☆20Updated 3 years ago
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆32Updated 5 months ago
- ☆24Updated 2 years ago
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆34Updated 7 months ago
- Code for Backdoor Attacks Against Dataset Distillation☆32Updated last year
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆32Updated 2 years ago
- [CVPR 2023] Backdoor Defense via Adaptively Splitting Poisoned Dataset☆46Updated 10 months ago
- ☆18Updated 8 months ago
- Defending against Model Stealing via Verifying Embedded External Features☆35Updated 3 years ago
- Code for ML Doctor☆86Updated 6 months ago
- Camouflage poisoning via machine unlearning☆16Updated 2 years ago
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆15Updated last year
- ☆24Updated 2 years ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆54Updated 2 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆70Updated 10 months ago
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆25Updated 4 months ago
- Code for the paper: Label-Only Membership Inference Attacks☆64Updated 3 years ago
- Backdoor Safety Tuning (NeurIPS 2023 & 2024 Spotlight)☆25Updated 3 months ago
- ☆31Updated 2 years ago
- ☆18Updated 2 years ago
- This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…☆22Updated last year
- Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems☆27Updated 3 years ago