ZhengyuZhao / AI-Security-and-Privacy-Events
A curated list of academic events on AI Security & Privacy
☆135Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for AI-Security-and-Privacy-Events
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆178Updated 8 months ago
- A list of recent papers about adversarial learning☆74Updated this week
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆279Updated 3 months ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆192Updated 4 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆113Updated 2 weeks ago
- ☆140Updated last month
- A curated list of resources for model inversion attack (MIA).☆136Updated last week
- Code for ML Doctor☆86Updated 3 months ago
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆218Updated 3 weeks ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆29Updated 4 years ago
- ☆91Updated 4 years ago
- ☆76Updated 3 years ago
- ☆62Updated 4 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆68Updated 9 months ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆117Updated last year
- Implementations of data poisoning attacks against neural networks and related defenses.☆67Updated 4 months ago
- ☆26Updated 2 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆49Updated last week
- A compact toolbox for backdoor attacks and defenses.☆149Updated 4 months ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆67Updated 2 months ago
- ☆23Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆78Updated last year
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆68Updated 6 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆47Updated 2 years ago
- A repository to quickly generate synthetic data and associated trojaned deep learning models☆74Updated last year
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆50Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆91Updated 2 years ago
- A unified benchmark problem for data poisoning attacks☆152Updated last year
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆69Updated 7 months ago
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆94Updated 3 months ago