5 results found Sort:

Koukyosyumei
AIJack Koukyosyumei
60
374
apache-2.0
4
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
dbms privacy paillier security k-anonymity deep-learning evasion-attack machine-learning poisoning-attacks federated-learning adversarial-attacks adversarial-examples differential-privacy membership-inference paillier-cryptosystem homomorphic-encryption model-inversion-attacks adversarial-machine-learning
Created 2021-01-16
939 commits to main branch, last one 8 months ago
unica-mlsec
mlsec unica-mlsec
23
202
unknown
11
PhD/MSc course on Machine Learning Security (Univ. Cagliari)
security machine-learning poisoning-attacks adversarial-examples
Created 2021-09-06
91 commits to main branch, last one 4 days ago
pralab
secml pralab
25
160
apache-2.0
5
A Python library for Secure and Explainable Machine Learning
secml python foolbox pytorch security algorithms cleverhans matplotlib tensorflow sparse-data python-library evasion-attacks neural-networks interpretability machine-learning attack-algorithms poisoning-attacks artificial-intelligence adversarial-machine-learning explainable-machine-learning
Created 2020-04-20
3,052 commits to master branch, last one 7 months ago
reds-lab
Narcissus reds-lab
12
105
mit
2
The official implementation of the CCS'23 paper, Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recognition dataset in a clean-label way and achieves a 99.89% attack...
deep- ai-security backdoor-attacks poisoning-attacks adversarial-attacks adversarial-machine-learning
Created 2022-04-08
59 commits to main branch, last one about a year ago
GillHuang-Xtler
flPapers GillHuang-Xtler
24
96
unknown
3
Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary
paper shapley-values poisoning-attacks federated-learning
Created 2019-04-12
79 commits to master branch, last one 2 years ago