10 citations · 32 across the 14 of their papers we have counts for
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cs.CL2025
GUARD: Guideline Upholding Test through Adaptive Role-play and Jailbreak Diagnostics for LLMs
Haibo Jin, Ruoxi Chen, Peiyan Zhang +3
As Large Language Models (LLMs) become increasingly integral to various domains, their potential to generate harmful responses has prompted significant societal and regulatory conc…
cs.CL2025
Compositional Subspace Representation Fine-tuning for Adaptive Large Language Models
Andy Zhou
Adapting large language models to multiple tasks can cause cross-skill interference, where improvements for one skill degrade another. While methods such as LoRA impose orthogonali…
cs.AI2025★ 2 cited
Tempest: Autonomous Multi-Turn Jailbreaking of Large Language Models with Tree Search
Andy Zhou, Ron Arel
We introduce Tempest, a multi-turn adversarial framework that models the gradual erosion of Large Language Model (LLM) safety through a tree search perspective. Unlike single-turn…