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[HTML][HTML] From Vulnerability to Defense: The Role of Large Language Models in Enhancing Cybersecurity
The escalating complexity of cyber threats, coupled with the rapid evolution of digital
landscapes, poses significant challenges to traditional cybersecurity mechanisms. This …
landscapes, poses significant challenges to traditional cybersecurity mechanisms. This …
Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation
Recent research shows that Large Language Models (LLMs) are vulnerable to harmful fine-
tuning attacks--models lose their safety alignment ability after fine-tuning on a few harmful …
tuning attacks--models lose their safety alignment ability after fine-tuning on a few harmful …
Large Language Models as Carriers of Hidden Messages
Simple fine-tuning can embed hidden text into large language models (LLMs), which is
revealed only when triggered by a specific query. Applications include LLM fingerprinting …
revealed only when triggered by a specific query. Applications include LLM fingerprinting …
Challenge Me: Enhancing Conversational Consistency of LLMs by Learning with Questioning Feedback
Y Luo, H Huang, C Wen, M Li, M Shi, Y Fang, M Wang - openreview.net
As Large Language Models (LLMs) increasingly integrate into critical decision-support
systems, ensuring their conversational consistency becomes paramount for reliable and …
systems, ensuring their conversational consistency becomes paramount for reliable and …