@article{aselfevolvingmultiagentframeworkdefensea, title = {A Self-Evolving Multi-Agent Framework Defense against LLM Jailbreak Attacks}, author = {Tongyan Hu and Bryan Hooi}, year = {2026}, eprint = {2608.26008}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.26008}, }