Title
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey Shuang Tian Tao Zhang J. Liu Jiacheng Wang Xuangou Wu ... Ruichen Zhang W. Zhang Zhenhui Yuan Shiwen Mao Dong In Kim 48 0 0 22 Apr 2025
Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs Wenzhuo Xu Zhipeng Wei Xiongtao Sun Deyue Zhang Dongdong Yang Quanchen Zou X. Zhang AAML 47 0 0 10 Mar 2025
LLM-Safety Evaluations Lack Robustness Tim Beyer Sophie Xhonneux Simon Geisler Gauthier Gidel Leo Schwinn Stephan Günnemann ALM ELM 93 0 0 04 Mar 2025
Reducing Large Language Model Safety Risks in Women's Health using Semantic Entropy Jahan C. Penny-Dimri Magdalena Bachmann William Cooke Sam Mathewlynn Samuel Dockree John Tolladay Jannik Kossen Lin Li Y. Gal Gabriel Davis Jones 27 0 0 01 Mar 2025
Paradigms of AI Evaluation: Mapping Goals, Methodologies and Culture John Burden Marko Tesic Lorenzo Pacchiardi José Hernández Orallo 29 0 0 21 Feb 2025
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data Jeremy Irvin Emily Ruoyu Liu Joyce Chuyi Chen Ines Dormoy Jinyoung Kim Samar Khanna Zhuo Zheng Stefano Ermon MLLM VLM 48 4 0 28 Jan 2025
AIDBench: A benchmark for evaluating the authorship identification capability of large language models Zichen Wen Dadi Guo Huishuai Zhang 62 0 0 20 Nov 2024
Multimodal large language model for wheat breeding: a new exploration of smart breeding Guofeng Yang Yu Li Yong He Zhenjiang Zhou Lingzhen Ye Hui Fang Yiqi Luo Xuping Feng 67 2 0 20 Nov 2024
Large Language Model Supply Chain: Open Problems From the Security Perspective Q. Hu Xiaofei Xie Sen Chen Lei Ma ELM 39 0 0 03 Nov 2024
Standardization Trends on Safety and Trustworthiness Technology for Advanced AI Jonghong Jeon 29 2 0 29 Oct 2024
Causal Abstraction in Model Interpretability: A Compact Survey Yihao Zhang 21 0 0 26 Oct 2024
ChineseSafe: A Chinese Benchmark for Evaluating Safety in Large Language Models H. Zhang Hongfu Gao Qiang Hu Guanhua Chen L. Yang Bingyi Jing Hongxin Wei Bing Wang Haifeng Bai Lei Yang AILaw ELM 43 1 0 24 Oct 2024
Characterizing and Evaluating the Reliability of LLMs against Jailbreak Attacks Kexin Chen Yi Liu Dongxia Wang Jiaying Chen Wenhai Wang 41 1 0 18 Aug 2024
Blockchain for Large Language Model Security and Safety: A Holistic Survey Caleb Geren Amanda Board Gaby G. Dagher Tim Andersen Jun Zhuang 44 5 0 26 Jul 2024
Building a Domain-specific Guardrail Model in Production Mohammad Niknazar Paul V Haley Latha Ramanan Sang T. Truong Daricia Wilkinson ... Robert Smith Aditya Vempaty Nick Haber Sanmi Koyejo Sharad Sundararajan 28 0 0 24 Jul 2024
LLM-Generated Tips Rival Expert-Created Tips in Helping Students Answer Quantum-Computing Questions L. Krupp Jonas Bley Isacco Gobbi Alexander Geng Sabine Müller ... Artur Widera Herwig Ott P. Lukowicz Jakob Karolus Maximilian Kiefer-Emmanouilidis 22 3 0 24 Jul 2024
AI Safety in Generative AI Large Language Models: A Survey Jaymari Chua Yun Yvonna Li Shiyi Yang Chen Wang Lina Yao LM&MA 29 12 0 06 Jul 2024
MOSSBench: Is Your Multimodal Language Model Oversensitive to Safe Queries? Xirui Li Hengguang Zhou Ruochen Wang Tianyi Zhou Minhao Cheng Cho-Jui Hsieh 32 4 0 22 Jun 2024
CHiSafetyBench: A Chinese Hierarchical Safety Benchmark for Large Language Models Wenjing Zhang Xuejiao Lei Zhaoxiang Liu Meijuan An Bikun Yang Kaikai Zhao Kai Wang Shiguo Lian ELM 28 7 0 14 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 86 28 0 09 Jun 2024
Safeguarding Large Language Models: A Survey Yi Dong Ronghui Mu Yanghao Zhang Siqi Sun Tianle Zhang ... Yi Qi Jinwei Hu Jie Meng Saddek Bensalem Xiaowei Huang OffRL KELM AILaw 29 17 0 03 Jun 2024
Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models Meftahul Ferdaus Mahdi Abdelguerfi Elias Ioup Kendall N. Niles Ken Pathak Steve Sloan 29 10 0 01 Jun 2024
Annotation-Efficient Preference Optimization for Language Model Alignment Yuu Jinnai Ukyo Honda 38 0 0 22 May 2024
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward Xuan Xie Jiayang Song Zhehua Zhou Yuheng Huang Da Song Lei Ma OffRL 35 6 0 12 Apr 2024
Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security Yihe Fan Yuxin Cao Ziyu Zhao Ziyao Liu Shaofeng Li 27 11 0 08 Apr 2024
Zero-shot Safety Prediction for Autonomous Robots with Foundation World Models Zhenjiang Mao Siqi Dai Yuang Geng Ivan Ruchkin 22 3 0 30 Mar 2024
Assessment of Multimodal Large Language Models in Alignment with Human Values Zhelun Shi Zhipin Wang Hongxing Fan Zaibin Zhang Lijun Li Yongting Zhang Zhen-fei Yin Lu Sheng Yu Qiao Jing Shao 27 14 0 26 Mar 2024
Boosting Adversarial Training via Fisher-Rao Norm-based Regularization Xiangyu Yin Wenjie Ruan AAML 16 0 0 26 Mar 2024
Exploring Advanced Methodologies in Security Evaluation for LLMs Junming Huang Jiawei Zhang Qi Wang Weihong Han Yanchun Zhang 27 0 0 28 Feb 2024
Towards Fairness-Aware Adversarial Learning Yanghao Zhang Tianle Zhang Ronghui Mu Xiaowei Huang Wenjie Ruan 18 4 0 27 Feb 2024
Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive Arka Pal Deep Karkhanis Samuel Dooley Manley Roberts Siddartha Naidu Colin White OSLM 25 48 0 20 Feb 2024
Comprehensive Assessment of Jailbreak Attacks Against LLMs Junjie Chu Yugeng Liu Ziqing Yang Xinyue Shen Michael Backes Yang Zhang AAML 20 65 0 08 Feb 2024
Building Guardrails for Large Language Models Yizhen Dong Ronghui Mu Gao Jin Yi Qi Jinwei Hu Xingyu Zhao Jie Meng Wenjie Ruan Xiaowei Huang OffRL 57 23 0 02 Feb 2024
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents Tongxin Yuan Zhiwei He Lingzhong Dong Yiming Wang Ruijie Zhao ... Binglin Zhou Fangqi Li Zhuosheng Zhang Rui Wang Gongshen Liu ELM 21 58 0 18 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 50 22 0 11 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Zhiqiang Zhang Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 26 76 0 02 Jan 2024
MetaAID 2.5: A Secure Framework for Developing Metaverse Applications via Large Language Models Hongyin Zhu 18 6 0 22 Dec 2023
A Comprehensive Survey of Attack Techniques, Implementation, and Mitigation Strategies in Large Language Models Aysan Esmradi Daniel Wankit Yip C. Chan AAML 14 11 0 18 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng-Long Jiang 11 8 0 11 Dec 2023
METAL: Metamorphic Testing Framework for Analyzing Large-Language Model Qualities Sangwon Hyun Mingyu Guo Muhammad Ali Babar 12 0 0 11 Dec 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 56 0 0 16 Nov 2023
LUNA: A Model-Based Universal Analysis Framework for Large Language Models Da Song Xuan Xie Jiayang Song Derui Zhu Yuheng Huang Felix Juefei Xu Lei Ma ALM 16 1 0 22 Oct 2023
Unsupervised Pretraining for Fact Verification by Language Model Distillation A. Bazaga Pietro Lió Bo Dai HILM 17 2 0 28 Sep 2023
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 31 69 0 24 Aug 2023
Synergistic Integration of Large Language Models and Cognitive Architectures for Robust AI: An Exploratory Analysis Oscar J. Romero John Zimmerman Aaron Steinfeld A. Tomasic LLMAG LM&Ro 16 15 0 18 Aug 2023
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection Zekun Li Baolin Peng Pengcheng He Xifeng Yan ELM SILM AAML 22 22 0 17 Aug 2023
What, Indeed, is an Achievable Provable Guarantee for Learning-Enabled Safety Critical Systems Saddek Bensalem Chih-Hong Cheng Wei Huang Xiaowei Huang Changshun Wu Xingyu Zhao AAML 8 6 0 20 Jul 2023
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models Yuheng Huang Jiayang Song Zhijie Wang Shengming Zhao Huaming Chen Felix Juefei-Xu Lei Ma 22 34 0 16 Jul 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 166 388 0 02 May 2023
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions Minghao Wu Abdul Waheed Chiyu Zhang Muhammad Abdul-Mageed Alham Fikri Aji ALM 118 115 0 27 Apr 2023