7 open source projects by AI-secure

[EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li

✭ 25

python Jupyter Notebook tree attack autoencoder bert adversarial-attacks

2. QEBA

Code for CVPR2020 paper QEBA: Query-Efﬁcient Boundary-Based Blackbox Attack

✭ 32

python shell

3. DBA

DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

✭ 98

python shell federated-learning

4. SemanticAdv

No description, website, or topics provided.

✭ 40

python shell

5. CRFL

CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)

✭ 44

python pytorch federated-learning certified-robustness

6. Provable-Training-and-Verification-Approaches-Towards-Robust-Neural-Networks

This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets and paper categorization.

✭ 95

7. semantic-randomized-smoothing

[CCS 2021] TSS: Transformation-specific smoothing for robustness certification

✭ 20

Roff python c security deep-learning robustness-verification

1-7 of 7 user projects