AndrewZhou924 / Awesome-model-inversion-attack
[arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
☆170Updated last month
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
- [ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be C…☆42Updated 8 months ago
- Code for ML Doctor☆87Updated 8 months ago
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆58Updated 6 months ago
- [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks☆40Updated last year
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Updated 2 weeks ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆69Updated last year
- ☆28Updated 3 years ago
- ☆42Updated last year
- Code for the paper: Label-Only Membership Inference Attacks☆65Updated 3 years ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆201Updated last year
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆14Updated last year
- ☆330Updated last month
- Privacy attacks on Split Learning☆40Updated 3 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆171Updated last month
- ☆27Updated last year
- ☆186Updated last year
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆252Updated 3 months ago
- 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 5 months ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆40Updated 3 months ago
- ☆25Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆126Updated last year
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆72Updated 2 years ago
- ☆29Updated last year
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆49Updated 2 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆47Updated 2 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆30Updated 4 years ago
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆67Updated 10 months ago
- This repo implements several algorithms for learning with differential privacy.☆107Updated 2 years ago