vtu81 / backdoor-toolbox
A compact toolbox for backdoor attacks and defenses.
☆149Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for backdoor-toolbox
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆192Updated 4 months ago
- The open-sourced Python toolbox for backdoor attacks and defenses.☆465Updated 3 months ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆279Updated 3 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆113Updated 2 weeks ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆178Updated 8 months ago
- A curated list of academic events on AI Security & Privacy☆135Updated 3 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆91Updated 2 years ago
- Implementations of data poisoning attacks against neural networks and related defenses.☆67Updated 4 months ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆117Updated last year
- Anti-Backdoor learning (NeurIPS 2021)☆78Updated last year
- A curated list of resources for model inversion attack (MIA).☆136Updated last week
- Official repository for CVPR'23 paper: Detecting Backdoors in Pre-trained Encoders☆30Updated last year
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆159Updated 2 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆13Updated 6 months ago
- ☆418Updated 3 weeks ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆151Updated last year
- ☆26Updated 2 years ago
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆34Updated last year
- A list of recent papers about adversarial learning☆74Updated this week
- ☆98Updated 7 months ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆118Updated 2 years ago
- 复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland☆30Updated 3 years ago
- The code for the "Dynamic Backdoor Attacks Against Machine Learning Models" paper☆14Updated last year
- This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).☆31Updated last year
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆22Updated last year
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆49Updated last week
- ☆91Updated 4 years ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆269Updated 4 years ago
- ☆76Updated 3 years ago