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paperSeptember 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

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MITRE ATLAS
  • AML.T0054LLM Jailbreak

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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}
}