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From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem
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From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem

18 June 2025
Yanxu Mao
Tiehan Cui
Peipei Liu
Datao You
Hongsong Zhu
    AAML
ArXiv (abs)PDFHTML

Papers citing "From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem"

3 / 3 papers shown
Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks
Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks
Xinkai Wang
Beibei Li
Zerui Shao
Ao Liu
Shouling Ji
AAML
118
1
0
20 Oct 2025
HAMSA: Hijacking Aligned Compact Models via Stealthy Automation
HAMSA: Hijacking Aligned Compact Models via Stealthy Automation
Alexey Krylov
Iskander Vagizov
Dmitrii Korzh
Maryam Douiba
Azidine Guezzaz
Vladimir Kokh
Sergey D. Erokhin
Elena Tutubalina
Oleg Y. Rogov
108
2
0
22 Aug 2025
A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron?
A Survey on the Safety and Security Threats of Computer-Using Agents: JARVIS or Ultron?
Ada Chen
Yongjiang Wu
Jing Zhang
Shu Yang
Shu Yang
Jen-tse Huang
Wenxuan Wang
Wenxuan Wang
S. Wang
ELM
433
11
0
16 May 2025
1