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A survey of attacks on large vision-language models: Resources, advances, and future trends
With the significant development of large models in recent years, Large Vision-Language
Models (LVLMs) have demonstrated remarkable capabilities across a wide range of …
Models (LVLMs) have demonstrated remarkable capabilities across a wide range of …
Deepinception: Hypnotize large language model to be jailbreaker
Despite remarkable success in various applications, large language models (LLMs) are
vulnerable to adversarial jailbreaks that make the safety guardrails void. However, previous …
vulnerable to adversarial jailbreaks that make the safety guardrails void. However, previous …
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 …
Against The Achilles' Heel: A Survey on Red Teaming for Generative Models
Generative models are rapidly gaining popularity and being integrated into everyday
applications, raising concerns over their safe use as various vulnerabilities are exposed. In …
applications, raising concerns over their safe use as various vulnerabilities are exposed. In …
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
Abstract Large Language Models (LLMs) have the capacity to store and recall facts. Through
experimentation with open-source models, we observe that this ability to retrieve facts can …
experimentation with open-source models, we observe that this ability to retrieve facts can …
Tokenization matters! degrading large language models through challenging their tokenization
Large Language Models (LLMs) have shown remarkable capabilities in language
understanding and generation. Nonetheless, it was also witnessed that LLMs tend to …
understanding and generation. Nonetheless, it was also witnessed that LLMs tend to …
Survey of different large language model architectures: Trends, benchmarks, and challenges
Large Language Models (LLMs) represent a class of deep learning models adept at
understanding natural language and generating coherent responses to various prompts or …
understanding natural language and generating coherent responses to various prompts or …
LLM-Virus: Evolutionary Jailbreak Attack on Large Language Models
While safety-aligned large language models (LLMs) are increasingly used as the
cornerstone for powerful systems such as multi-agent frameworks to solve complex real …
cornerstone for powerful systems such as multi-agent frameworks to solve complex real …
[HTML][HTML] The potential of llms in hardware design
The unprecedented success of Large Language Models (LLMs) like ChatGPT across
diverse domains such as natural language understanding and coding has paved the way for …
diverse domains such as natural language understanding and coding has paved the way for …
A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy
While large language models (LLMs) present significant potential for supporting numerous
real-world applications and delivering positive social impacts, they still face significant …
real-world applications and delivering positive social impacts, they still face significant …