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20182025
most citedDetecting Backdoor Attacks on Deep Neural Networks by Activation Clustering

228 citations · 270 across the 10 of their papers we have counts for

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cs.CL2025

Latent Traits and Cross-Task Transfer: Deconstructing Dataset Interactions in LLM Fine-tuning

Shambhavi Krishna, Atharva Naik, Chaitali Agarwal +3

Large language models are increasingly deployed across diverse applications. This often includes tasks LLMs have not encountered during training. This implies that enumerating and…

cs.CL2025★ 7 cited

Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming

Mrinank Sharma, Meg Tong, Jesse Mu +40

Large language models (LLMs) are vulnerable to universal jailbreaks-prompting strategies that systematically bypass model safeguards and enable users to carry out harmful processes…