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Author

Shaona Ghosh

2 papers indexed here

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#artificial intelligence Preprint Oct 2026

MLCommons Jailbreak Benchmark v1.0

Modern AI systems are designed to refuse hazardous requests. A jailbreak is a prompt crafted to bypass those safeguards and elicit outputs that the system would normally refuse to provide. The MLCommons Jailbreak Benchmark v1.0 provides an end-to-end methodology for evaluating the robustness of large language models to...

C. Maple, Cagatay Yucel, Isaac Holeman et al. · 0 citations
#artificial intelligence Review Aug 2026

Nemotron 3.5 Content Safety Moderator: A Compact Multimodal, Multilingual, and Reasoning Enabled Content Safety Moderator

Nemotron 3.5 CS demonstrates a practical coverage tradeoff: it adds image-conditioned and policy-conditioned moderation while remaining broadly competitive with specialized guard models, suggesting that compact vision-language moderators can serve as deployable front-line safety components.

Varun Singh, Anuj Doshi, Makesh Narsimhan Sreedhar et al. · 1 citation

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