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Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation

10 May 2024

Papers citing "Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation"

20 / 20 papers shown

Title
A Comprehensive Survey on the Security of Smart Grid: Challenges, Mitigations, and Future Research Opportunities Arastoo Zibaeirad Farnoosh Koleini Shengping Bi Tao Hou Tao Wang AAML 74 16 0 10 Jul 2024
Jailbreak Attacks and Defenses Against Large Language Models: A Survey Sibo Yi Yule Liu Zhen Sun Tianshuo Cong Xinlei He Jiaxing Song Ke Xu Qi Li AAML 98 110 0 05 Jul 2024
Large Language Models for Power Scheduling: A User-Centric Approach T. Mongaillard S. Lasaulce Othman Hicheur Chao Zhang Lina Bariah V. Varma Hang Zou Qiyang Zhao Mérouane Debbah 68 14 0 29 Jun 2024
Applying Fine-Tuned LLMs for Reducing Data Needs in Load Profile Analysis Yi Hu Hyeonjin Kim Kai Ye Ning Lu 75 5 0 02 Jun 2024
Prompt Stealing Attacks Against Large Language Models Zeyang Sha Yang Zhang SILM AAML 98 35 0 20 Feb 2024
Large Foundation Models for Power Systems Chenghao Huang Siyang Li Ruohong Liu Hao Wang Yize Chen AI4CE 45 33 0 12 Dec 2023
Applying Large Language Models to Power Systems: Potential Security Threats Jiaqi Ruan Gaoqi Liang Huan Zhao Guolong Liu Xianzhuo Sun Jing Qiu Zhao Xu Fushuan Wen Z. Dong PILM 59 25 0 22 Nov 2023
Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks Erfan Shayegani Md Abdullah Al Mamun Yu Fu Pedram Zaree Yue Dong Nael B. Abu-Ghazaleh AAML 221 163 0 16 Oct 2023
Prompt Injection attack against LLM-integrated Applications Yi Liu Gelei Deng Yuekang Li Kailong Wang Zihao Wang ... Tianwei Zhang Yepang Liu Haoyu Wang Yanhong Zheng Yang Liu SILM 114 361 0 08 Jun 2023
Beyond the Safeguards: Exploring the Security Risks of ChatGPT Erik Derner Kristina Batistic SILM 74 67 0 13 May 2023
Multi-step Jailbreaking Privacy Attacks on ChatGPT Haoran Li Dadi Guo Wei Fan Mingshi Xu Jie Huang Fanpu Meng Yangqiu Song SILM 98 347 0 11 Apr 2023
A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models Junjie Ye Xuanting Chen Nuo Xu Can Zu Zekai Shao ... Jie Zhou Siming Chen Tao Gui Qi Zhang Xuanjing Huang ELM 59 333 0 18 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,699 0 15 Mar 2023
Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants Gustavo Sandoval Hammond Pearce Teo Nys Ramesh Karri S. Garg Brendan Dolan-Gavitt ELM 67 96 0 20 Aug 2022
Towards Adversarial-Resilient Deep Neural Networks for False Data Injection Attack Detection in Power Grids Jiangnan Li Yingyuan Yang Jinyuan Stella Sun K. Tomsovic Hairong Qi AAML 106 15 0 17 Feb 2021
SearchFromFree: Adversarial Measurements for Machine Learning-based Energy Theft Detection Jiangnan Li Yingyuan Yang Jinyuan Stella Sun AAML 57 20 0 02 Jun 2020
ConAML: Constrained Adversarial Machine Learning for Cyber-Physical Systems Jiangnan Li Yingyuan Yang Jinyuan Stella Sun K. Tomsovic Jin Young Lee AAML 91 55 0 12 Mar 2020
Dynamic Detection of False Data Injection Attack in Smart Grid using Deep Learning Xiangyu Niu Jinyuan Stella Sun 35 96 0 03 Aug 2018
Machine Learning Methods for Attack Detection in the Smart Grid Mete Ozay I. Esnaola Yarman Vural Sanjeev R. Kulkarni H. Vincent Poor 51 494 0 22 Mar 2015
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 282 14,963 1 21 Dec 2013