AdamtayZzz / AI-security-related-paper-listLinks
Papers I have collected and read in undergraduate and graduate period
☆51Updated 2 years ago
Alternatives and similar repositories for AI-security-related-paper-list
Users that are interested in AI-security-related-paper-list are comparing it to the libraries listed below
Sorting:
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- A curated list of academic events on AI Security & Privacy☆162Updated last year
- Code for ML Doctor☆90Updated last year
- ☆66Updated 4 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆84Updated 3 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆65Updated 4 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆58Updated 10 months ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆47Updated 6 years ago
- ☆24Updated 2 years ago
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆292Updated 9 months ago
- ☆99Updated 4 years ago
- Implementations of data poisoning attacks against neural networks and related defenses.☆94Updated last year
- A unified benchmark problem for data poisoning attacks☆158Updated last year
- Code release for DeepJudge (S&P'22)☆51Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆83Updated 2 years ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆299Updated 5 years ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆127Updated last year
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆109Updated last year
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆32Updated 4 years ago
- ☆83Updated 4 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆123Updated 3 years ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆219Updated last year
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆300Updated 3 weeks ago
- ☆25Updated 3 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Updated 3 years ago
- Defending against Model Stealing via Verifying Embedded External Features☆38Updated 3 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆48Updated 3 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆72Updated last year
- This is the documentation of the Tensorflow/Keras implementation of Latent Backdoor Attacks. Please see the paper for details Latent Back…☆19Updated 4 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆70Updated 7 years ago