Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing

Jiabao Ji, Bairu Hou, Alexander Robey, George J. Pappas, Hamed Hassani, Yang Zhang, Eric Wong, Shiyu Chang. Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. 2025.

Adversarial Robustness in Machine Learning Hate Speech and Cyberbullying Detection Topic Modeling

Paper

The full text of this publication is not hosted on 44B due to licensing.

Read it at OpenAlex

Similar papers

Defending Large Language Models against Jailbreak Attacks via Semantic SmoothingJiabao Ji, Bairu Hou, Alexander Robey et al.2024 · arXiv (Cornell University) · 93 citations In Library

AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language ModelsShilong Pan, Zhiliang Tian, Zhen Huang et al.2025 · Annual Meeting of the Association for Computational Linguistics · 3 citations In Library

Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak AttacksChen Xiong, Xiangyu Qi, Pin-Yu Chen et al.2025 · Annual Meeting of the Association for Computational Linguistics · 14 citations In Library

Stealthy Jailbreak Attacks on Large Language Models via Benign Data MirroringHonglin Mu, Han He, Yuxin Zhou et al.2025 In Library

SmoothLLM: Defending Large Language Models Against Jailbreaking AttacksAlexander Robey, Eric Wong, Hamed Hassani et al.2023 · arXiv (Cornell University) · 521 citations In Library

Defending Large Language Models Against Jailbreak Attacks via In-Decoding Safety-Awareness ProbingYinzhi Zhao, Ming Wang, Shi Feng et al.2026 · arXiv.org · 3 citations In Library

Analysis of Jailbreak Attacks and Defenses for Large Language ModelsQian Wang2025 · Creativity and Innovation In Library

Jailbreak Attack Method for Large Language Models Based on Semantic SpaceZhengzhe Cheng, Jian Zhang, Yanan Wu et al.2025 In Library

Provable Defense Framework for LLM Jailbreaks via Noise-Augumented AlignmentZehua Cheng, Jianwei Yang, Wei Dai et al.2026 · arXiv.org · 0 citations In Library

Defending Large Language Models Against Jailbreak Exploits with Responsible AI ConsiderationsRyan Wong, Hosea David Yu Fei Ng, Dhananjai Sharma et al.2025 · arXiv.org · 0 citations In Library

Source of record

OpenAlex

44B

Welcome.

This panel sticks with you. Pick anything below and it opens right beside it, so you can dig through 60,000-plus records without ever losing your spot here.

Travel 44B

LibraryPapers, policy, standards, statute LabsEvery organization building AI ModelsIntelligence, price, and speed BenchmarksThe evaluation catalog IncidentsAI failures and harms SearchOne field across everything DashboardThe state of AI accountability in NY 44B RegistryThe Art. 44-B compliance portal