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 …
Mm-safetybench: A benchmark for safety evaluation of multimodal large language models
The security concerns surrounding Large Language Models (LLMs) have been extensively
explored, yet the safety of Multimodal Large Language Models (MLLMs) remains …
explored, yet the safety of Multimodal Large Language Models (MLLMs) remains …
Adashield: Safeguarding multimodal large language models from structure-based attack via adaptive shield prompting
With the advent and widespread deployment of Multimodal Large Language Models
(MLLMs), the imperative to ensure their safety has become increasingly pronounced …
(MLLMs), the imperative to ensure their safety has become increasingly pronounced …
Benchmarking large language models on cmexam-a comprehensive chinese medical exam dataset
Recent advancements in large language models (LLMs) have transformed the field of
question answering (QA). However, evaluating LLMs in the medical field is challenging due …
question answering (QA). However, evaluating LLMs in the medical field is challenging due …
Eyes closed, safety on: Protecting multimodal llms via image-to-text transformation
Multimodal large language models (MLLMs) have shown impressive reasoning abilities.
However, they are also more vulnerable to jailbreak attacks than their LLM predecessors …
However, they are also more vulnerable to jailbreak attacks than their LLM predecessors …
The (r) evolution of multimodal large language models: A survey
Connecting text and visual modalities plays an essential role in generative intelligence. For
this reason, inspired by the success of large language models, significant research efforts …
this reason, inspired by the success of large language models, significant research efforts …
Privacy in large language models: Attacks, defenses and future directions
The advancement of large language models (LLMs) has significantly enhanced the ability to
effectively tackle various downstream NLP tasks and unify these tasks into generative …
effectively tackle various downstream NLP tasks and unify these tasks into generative …
The first to know: How token distributions reveal hidden knowledge in large vision-language models?
Large vision-language models (LVLMs), designed to interpret and respond to human
instructions, occasionally generate hallucinated or harmful content due to inappropriate …
instructions, occasionally generate hallucinated or harmful content due to inappropriate …
Jailbreakzoo: Survey, landscapes, and horizons in jailbreaking large language and vision-language models
The rapid evolution of artificial intelligence (AI) through developments in Large Language
Models (LLMs) and Vision-Language Models (VLMs) has brought significant advancements …
Models (LLMs) and Vision-Language Models (VLMs) has brought significant advancements …
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 …