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cs.CR2025
Data Security in Large Language Models: Risks, Defense, and Directions
Kang Chen, Xiuze Zhou, Yuanguo Lin +6
Large Language Models (LLMs), now a foundation in advancing natural language processing, power applications such as text generation, machine translation, and conversational systems…
cs.CR2025★ 1 cited
A Survey on Privacy Risks and Protection in Large Language Models
Kang Chen, Xiuze Zhou, Yuanguo Lin +3
Although Large Language Models (LLMs) have become increasingly integral to diverse applications, their capabilities raise significant privacy concerns. This survey offers a compreh…
cs.CR2025
Attack and defense techniques in large language models: A survey and new perspectives
Zhiyu Liao, Kang Chen, Yuanguo Lin +5
Large Language Models (LLMs) have become central to numerous natural language processing tasks, but their vulnerabilities present significant security and ethical challenges. This…