@article{longguardmechanisticanalysisandtrainingf, title = {LongGuard: Mechanistic Analysis and Training-Free Mitigation of Long-Context Failure in Safety Guardrails}, author = {Ziyang Chen and Xing Wu and Songlin Hu}, year = {2026}, eprint = {2608.27580}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.27580}, }