overgter / Deep-Learning-Model-Inversion-Attacks-and-DefensesLinks
This is a comprehensive resource repository for deep learning model inversion attacks and defenses research.
☆27Updated last month
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:
- ☆12Updated 3 weeks ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆229Updated last year
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆210Updated 6 months ago
- ☆567Updated 5 months ago
- This repository contains Python code for the paper "Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearni…☆20Updated last year
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆39Updated 3 months ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆43Updated 3 months ago
- [KDD 2022] "Bilateral Dependency Optimization: Defending Against Model-inversion Attacks"☆24Updated 3 months 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
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 5 months ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆187Updated 2 months ago
- ☆32Updated 4 years ago
- ☆30Updated 2 years ago
- [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…☆48Updated 3 months ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆282Updated 11 months ago
- [CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks☆43Updated 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…☆17Updated last year
- ☆55Updated 2 years ago
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆40Updated 2 years ago
- [ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.☆50Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆130Updated last year
- ☆16Updated last year
- Revisiting Transferable Adversarial Images (TPAMI 2025)☆139Updated 3 months ago
- Webank AI☆42Updated 9 months ago
- ☆25Updated last month
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆132Updated 2 years ago
- ☆366Updated last month
- The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"☆21Updated 2 years ago
- A curated list of papers for the transferability of adversarial examples☆75Updated last year
- [AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network☆30Updated last year