AI Secure
UIUC Secure Learning Lab
- 197 followers
- University of Illinois at Urbana-Champaign
- https://aisecure.github.io/
- lbo@illinois.edu
Popular repositories
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DecodingTrust
DecodingTrust PublicA Comprehensive Assessment of Trustworthiness in GPT Models
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Certified-Robustness-SoK-Oldver
Certified-Robustness-SoK-Oldver PublicThis repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets and paper categorization.
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multi-task-learning
multi-task-learning PublicCode for the ICML 2021 paper "Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation", Haoxiang Wang, Han Zhao, Bo Li.
Repositories
Showing 10 of 51 repositories
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- DPFL-Robustness Public
[CCS 2023] Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
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- helm Public Forked from stanford-crfm/helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).
- DecodingTrust-Data-Legacy Public