AdamtayZzz / AI-security-related-paper-listLinks
Papers I have collected and read in undergraduate and graduate period
☆54Updated 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:
- A curated list of academic events on AI Security & Privacy☆167Updated last year
- ☆68Updated 5 years ago
- Code for ML Doctor☆92Updated last year
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆127Updated 4 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆67Updated 4 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆61Updated last year
- Anti-Backdoor learning (NeurIPS 2021)☆83Updated 2 years ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆111Updated last year
- ☆83Updated 4 years ago
- Implementations of data poisoning attacks against neural networks and related defenses.☆102Updated last year
- A unified benchmark problem for data poisoning attacks☆161Updated 2 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆37Updated last year
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆47Updated 7 years ago
- ☆101Updated 5 years ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆234Updated last year
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆327Updated 2 months ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆33Updated 5 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆85Updated 4 years ago
- ☆151Updated last year
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆31Updated 4 years ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆50Updated 3 years ago
- Defending against Model Stealing via Verifying Embedded External Features☆38Updated 3 years ago
- Code release for DeepJudge (S&P'22)☆52Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Updated 2 years ago
- Craft poisoned data using MetaPoison☆54Updated 4 years ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆132Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆133Updated last year
- ☆13Updated last year
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆75Updated last year