vtu81 / backdoor-toolboxLinks
A compact toolbox for backdoor attacks and defenses.
☆175Updated last year
Alternatives and similar repositories for backdoor-toolbox
Users that are interested in backdoor-toolbox are comparing it to the libraries listed below
Sorting:
- The open-sourced Python toolbox for backdoor attacks and defenses.☆566Updated 3 weeks ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆265Updated 6 months ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆291Updated 11 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆215Updated last year
- A curated list of academic events on AI Security & Privacy☆156Updated 10 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆127Updated 8 months ago
- Official repository for CVPR'23 paper: Detecting Backdoors in Pre-trained Encoders☆35Updated last year
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆42Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆128Updated last year
- ☆27Updated 2 years ago
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆26Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆96Updated 2 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆178Updated 2 years ago
- ☆516Updated 2 weeks ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆184Updated 2 years ago
- 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
- Implementations of data poisoning attacks against neural networks and related defenses.☆88Updated last year
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 weeks ago
- 复现了下Neural Cleanse这篇论文，真的是简单而有效，发在了okaland☆30Updated 4 years ago
- A list of recent adversarial attack and defense papers (including those on large language models)☆41Updated this week
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆44Updated 3 years ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆182Updated last month
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated 11 months ago
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models☆171Updated 3 weeks ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆294Updated 5 years ago
- Backdoor Stuff in AI/ ML domain☆27Updated last week
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆57Updated 8 months ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆31Updated 4 years ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆132Updated last month