AndrewZhou924 / Awesome-model-inversion-attackLinks
[arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
☆176Updated this week
Alternatives and similar repositories for Awesome-model-inversion-attack
Users that are interested in Awesome-model-inversion-attack are comparing it to the libraries listed below
Sorting:
- [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks☆40Updated last year
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆205Updated last year
- Code for ML Doctor☆88Updated 9 months ago
- ☆31Updated 4 years ago
- ☆44Updated last year
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Updated last month
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆260Updated 4 months ago
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆42Updated 9 months ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- Code related to the paper "Machine Unlearning of Features and Labels"☆69Updated last year
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆30Updated 3 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆124Updated 6 months ago
- Code for the paper: Label-Only Membership Inference Attacks☆65Updated 3 years ago
- ☆333Updated 3 months ago
- Methods for removing learned data from neural nets and evaluation of those methods☆36Updated 4 years ago
- ☆26Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆127Updated last year
- A toolbox for backdoor attacks.☆22Updated 2 years ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆176Updated 2 months ago
- ☆190Updated last year
- ☆19Updated 2 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆48Updated 3 years ago
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆15Updated last year
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆62Updated 8 months ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 3 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆41Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆94Updated 2 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆50Updated 2 years ago
- Implementations of data poisoning attacks against neural networks and related defenses.☆88Updated 10 months ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆41Updated 5 months ago