September 2026UnreviewedOpen access
TADSOB: Enhancing jailbreaking attacks on LLMs via trajectory-aware dynamic suffix optimization with buffer
Xiao-Long Li, Mingrui Lao, Cheng-Si Du, Yun-Hao Feng, Xiao-Hu Du, Liang-Hu Bai, Yanming Guo
Neurocomputing
Categories
Framework mappings
OWASP Top 10 for LLM Applications
- LLM01Prompt Injection
MITRE ATLAS
- AML.T0054LLM Jailbreak
Suggested from the entry's categories.
Cite
@article{li2026tadsob,
title = {{TADSOB: Enhancing jailbreaking attacks on LLMs via trajectory-aware dynamic suffix optimization with buffer}},
author = {Xiao-Long Li and Mingrui Lao and Cheng-Si Du and Yun-Hao Feng and Xiao-Hu Du and Liang-Hu Bai and Yanming Guo},
year = {2026},
month = sep,
journal = {Neurocomputing},
doi = {10.1016/j.neucom.2026.135010},
url = {https://www.semanticscholar.org/paper/6e9c31860f812832918a21d8f94acf00ab479ada}
}