overgter / Deep-Learning-Model-Inversion-Attacks-and-DefensesLinks
This is a comprehensive resource repository for deep learning model inversion attacks and defenses research.
☆28Updated 2 months ago
Alternatives and similar repositories for Deep-Learning-Model-Inversion-Attacks-and-Defenses
Users that are interested in Deep-Learning-Model-Inversion-Attacks-and-Defenses are comparing it to the libraries listed below
Sorting:
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆235Updated last year
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Updated 4 months ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆215Updated 8 months ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆43Updated 4 months ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆190Updated 4 months ago
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆51Updated last year
- ☆580Updated 7 months ago
- ☆12Updated 2 months ago
- ☆32Updated 4 years ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆60Updated last year
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆19Updated last year
- ☆31Updated 2 years ago
- The implementation of the IEEE S&P 2024 paper MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Us…☆16Updated last year
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆286Updated last year
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆40Updated 4 months ago
- [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks☆43Updated 2 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆72Updated last year
- Official implementation of "Label Poisoning is All You Need".☆11Updated 2 years ago
- ☆370Updated last month
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Updated 2 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆22Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆133Updated last year
- ☆37Updated 2 years ago
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆66Updated last year
- ☆54Updated 2 years ago
- Backdoor Stuff in AI/ ML domain☆33Updated 2 weeks ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆105Updated 3 years ago
- ☆17Updated last year
- ☆25Updated 2 months ago
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆41Updated 2 years ago