Identifying and Mitigating Vulnerabilities in LLM-Integrated
Applications

Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications

7 November 2023

Radha Poovendran

Papers citing "Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications"

15 / 15 papers shown

Title
AgentXploit: End-to-End Redteaming of Black-Box AI Agents Zhun Wang Vincent Siu Zhe Ye Tianneng Shi Yuzhou Nie Xuandong Zhao Chenguang Wang Wenbo Guo Dawn Song LLMAG AAML 36 0 0 09 May 2025
Won: Establishing Best Practices for Korean Financial NLP Guijin Son Hyunwoo Ko Haneral Jung Chami Hwang 44 0 0 23 Mar 2025
Improving the End-to-End Efficiency of Offline Inference for Multi-LLM Applications Based on Sampling and Simulation Jingzhi Fang Yanyan Shen Y. Wang Lei Chen 39 2 0 21 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 69 3 0 10 Mar 2025
Number Representations in LLMs: A Computational Parallel to Human Perception H.V. AlquBoj Hilal AlQuabeh Velibor Bojkovic Tatsuya Hiraoka Ahmed Oumar El-Shangiti Munachiso Nwadike Kentaro Inui 39 0 0 22 Feb 2025
Towards Action Hijacking of Large Language Model-based Agent Yuyang Zhang Kangjie Chen Xudong Jiang Yuxiang Sun Run Wang Lina Wang LLMAG AAML 73 2 0 14 Dec 2024
CoPrompter: User-Centric Evaluation of LLM Instruction Alignment for Improved Prompt Engineering Ishika Joshi Simra Shahid Shreeya Venneti Manushree Vasu Yantao Zheng Yunyao Li Balaji Krishnamurthy Gromit Yeuk-Yin Chan 29 3 0 09 Nov 2024
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 66 3 0 03 Sep 2024
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations Rima Hazra Sayan Layek Somnath Banerjee Soujanya Poria KELM LLMSV 29 6 0 17 Jun 2024
AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways Zehang Deng Yongjian Guo Changzhou Han Wanlun Ma Junwu Xiong Sheng Wen Yang Xiang 44 23 0 04 Jun 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 28 36 0 06 May 2024
Exploring the Privacy Protection Capabilities of Chinese Large Language Models Yuqi Yang Xiaowen Huang Jitao Sang ELM PILM AILaw 41 1 0 27 Mar 2024
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding Zhangchen Xu Fengqing Jiang Luyao Niu Jinyuan Jia Bill Yuchen Lin Radha Poovendran AAML 129 85 0 14 Feb 2024
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 307 4,077 0 24 May 2022
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 208 616 0 03 Sep 2019