[HTML][HTML] A survey on large language model (llm) security and privacy: The good, the bad, and the ugly
Abstract Large Language Models (LLMs), such as ChatGPT and Bard, have revolutionized
natural language understanding and generation. They possess deep language …
natural language understanding and generation. They possess deep language …
A survey of text watermarking in the era of large language models
Text watermarking algorithms are crucial for protecting the copyright of textual content.
Historically, their capabilities and application scenarios were limited. However, recent …
Historically, their capabilities and application scenarios were limited. However, recent …
A survey on detection of llms-generated content
The burgeoning capabilities of advanced large language models (LLMs) such as ChatGPT
have led to an increase in synthetic content generation with implications across a variety of …
have led to an increase in synthetic content generation with implications across a variety of …
On-device language models: A comprehensive review
The advent of large language models (LLMs) revolutionized natural language processing
applications, and running LLMs on edge devices has become increasingly attractive for …
applications, and running LLMs on edge devices has become increasingly attractive for …
Unique security and privacy threats of large language model: A comprehensive survey
With the rapid development of artificial intelligence, large language models (LLMs) have
made remarkable advancements in natural language processing. These models are trained …
made remarkable advancements in natural language processing. These models are trained …
Detecting ai-generated text: Factors influencing detectability with current methods
Large language models (LLMs) have advanced to a point that even humans have difficulty
discerning whether a text was generated by another human, or by a computer. However …
discerning whether a text was generated by another human, or by a computer. However …
Adaptive text watermark for large language models
The advancement of Large Language Models (LLMs) has led to increasing concerns about
the misuse of AI-generated text, and watermarking for LLM-generated text has emerged as a …
the misuse of AI-generated text, and watermarking for LLM-generated text has emerged as a …
Improving the generation quality of watermarked large language models via word importance scoring
The strong general capabilities of Large Language Models (LLMs) bring potential ethical
risks if they are unrestrictedly accessible to malicious users. Token-level watermarking …
risks if they are unrestrictedly accessible to malicious users. Token-level watermarking …
Large Language Models for Cyber Resilience: A Comprehensive Review, Challenges, and Future Perspectives
W Ding, M Abdel-Basset, AM Ali, N Moustafa - Applied Soft Computing, 2024 - Elsevier
Interconnect cyber system is used by various users and organizations worldwide to perform
different activities. These activities are combined with digital information and systems around …
different activities. These activities are combined with digital information and systems around …
Watermarking Techniques for Large Language Models: A Survey
Y Liang, J Xiao, W Gan, PS Yu - arXiv preprint arXiv:2409.00089, 2024 - arxiv.org
With the rapid advancement and extensive application of artificial intelligence technology,
large language models (LLMs) are extensively used to enhance production, creativity …
large language models (LLMs) are extensively used to enhance production, creativity …