Publications
Datasets
| Paper | Dataset | Link |
|---|---|---|
| Zeng, Yang, Zhou, Tan et al. — AIR-Bench 2024 (ICLR 2025) | AIR-Bench 2024 | huggingface.co/datasets/stanford-crfm/air-bench-2024 |
| van Ede, Aghakhani, Spahn, Bortolameotti, Cova, Continella, van Steen, Peter, Kruegel, Vigna — DeepCASE (IEEE S&P 2022) | DeepCASE | github.com/ucsb-seclab/DeepCASE-Dataset |
| Wang, Chen, Pei, Xie, Kang et al. — DecodingTrust (NeurIPS 2023) | DecodingTrust | huggingface.co/datasets/AI-Secure/DecodingTrust |
| Wu, Chen, Corcoran, Sra, Singh — GraphEval36K (NAACL 2025) | GraphEval36K | grapheval36k.github.io/ |
| Xu, Jiang, Niu, Deng et al. — Magpie (ICLR 2025) | Magpie | huggingface.co/Magpie-Align |
| Sonya, Zou, Vasan, Kruegel, Vigna, Xu — One Size Doesn't Fit All (SECAI/ESORICS 2025) | MABEL | github.com/action-ai-institute/MABEL-dataset |
| Xu, Zhang, Chen, Xie, Kang et al. — MMDT (ICLR 2025) | MMDT | mmdecodingtrust.github.io/ |
| Kang, Chen, Xu, Zhang et al. — PolyGuard (NeurIPS 2025) | PolyGuard | huggingface.co/datasets/AI-Secure/PolyGuard |
| Jiang, Ma, Xu, Li, Ramasubramanian et al. — SOSBench (2025) | SOSBench | huggingface.co/datasets/SOSBench/SOSBench |
| Xu, Meza Soria, Tan, Roy, Agrawal, Poovendran, Panda — TOUCAN (ICLR 2026) | TOUCAN | github.com/TheAgentArk/Toucan |
| Chen, Chen, Singh, Sra — XplainLLM (EMNLP 2024) | XplainLLM | github.com/chen-zichen/xplainllm_dataset |
Software Repositories
| Paper | Repository | Link |
|---|---|---|
| Zeng, Yang, Zhou, Tan et al. — AIR-Bench 2024 (ICLR 2025) | AIR-Bench 2024 | github.com/stanford-crfm/air-bench-2024 |
| Jiang, Xu, Niu, Xiang et al. — ArtPrompt (ACL 2024) | ArtPrompt | github.com/uw-nsl/ArtPrompt |
| van Ede, Aghakhani, Spahn, Bortolameotti, Cova, Continella, van Steen, Peter, Kruegel, Vigna — DeepCASE (IEEE S&P 2022) | DeepCASE | github.com/ucsb-seclab/DeepCASE |
| Wang, Chen, Pei, Xie, Kang et al. — DecodingTrust (NeurIPS 2023) | DecodingTrust | github.com/AI-secure/DecodingTrust |
| Kosan, Verma, Armgaan, Singh et al. — GNNX-Bench (ICLR 2024) | GNNX-Bench | github.com/Armagaan/gnn-x-bench |
| Xu, Jiang, Niu, Deng et al. — Magpie (ICLR 2025) | Magpie | github.com/magpie-align/magpie |
| Xu, Zhang, Chen, Xie, Kang et al. — MMDT (ICLR 2025) | MMDT | github.com/AI-secure/MMDT |
| Kang, Chen, Xu, Zhang et al. — PolyGuard (NeurIPS 2025) | PolyGuard | github.com/AI-secure/PolyGuard |
| Guo, Liu, Xie, Zhou et al. — RedCode (NeurIPS 2024) | RedCode | github.com/AI-secure/RedCode |
| Chen, Chen, Singh, Sra — XplainLLM (EMNLP 2024) | XplainLLM | github.com/chen-zichen/xplainllm_dataset |
Plans and Reports
- ACTION Strategic Implementation Plan (S&IPv4) -- Coming soon
- Year 3 Annual Report | Summary
- Year 2 Annual Report -- Coming soon
- Year 1 Annual Report -- Coming soon