Model Leeching: An Extraction Attack Targeting LLMs

Model Leeching: An Extraction Attack Targeting LLMs

19 September 2023

Lewis Birch

William Hackett

Stefan Trawicki

Peter Garraghan

Papers citing "Model Leeching: An Extraction Attack Targeting LLMs"

14 / 14 papers shown

Title
LLM Security: Vulnerabilities, Attacks, Defenses, and Countermeasures Francisco Aguilera-Martínez Fernando Berzal PILM 55 0 0 02 May 2025
Attack and defense techniques in large language models: A survey and new perspectives Zhiyu Liao Kang Chen Yuanguo Lin Kangkang Li Yunxuan Liu Hefeng Chen Xingwang Huang Yuanhui Yu AAML 59 0 0 02 May 2025
Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks Yang Liu Bingjie Yan Tianyuan Zou Jianqing Zhang Zixuan Gu ... Jiajian Li Xiaozhou Ye Ye Ouyang Qiang Yang Wenjie Qu ALM 176 1 0 24 Apr 2025
DERMARK: A Dynamic, Efficient and Robust Multi-bit Watermark for Large Language Models Qihao Lin Chen Tang Lan zhang Junyang Zhang Xiangyang Li WaLM 66 0 0 04 Feb 2025
Can LLMs be Fooled? Investigating Vulnerabilities in LLMs Sara Abdali Jia He C. Barberan Richard Anarfi 36 7 0 30 Jul 2024
SLIP: Securing LLMs IP Using Weights Decomposition Yehonathan Refael Adam Hakim Lev Greenberg T. Aviv S. Lokam Ben Fishman Shachar Seidman 46 3 0 15 Jul 2024
Towards More Realistic Extraction Attacks: An Adversarial Perspective Yash More Prakhar Ganesh G. Farnadi AAML 74 6 0 02 Jul 2024
A Survey on Privacy Attacks Against Digital Twin Systems in AI-Robotics Ivan A. Fernandez Subash Neupane Trisha Chakraborty Shaswata Mitra Sudip Mittal Nisha Pillai Jingdao Chen Shahram Rahimi 52 1 0 27 Jun 2024
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter Jitai Hao Weiwei Sun Xin Xin Qi Meng Zhumin Chen Pengjie Ren Zhaochun Ren MoE 42 2 0 07 Jun 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 73 24 0 19 Mar 2024
Copyright Protection in Generative AI: A Technical Perspective Jie Ren Han Xu Pengfei He Yingqian Cui Shenglai Zeng ... Hongzhi Wen Jiayuan Ding Hui Liu Yi Chang Jiliang Tang DeLMO 28 32 0 04 Feb 2024
A Survey of Text Watermarking in the Era of Large Language Models Aiwei Liu Leyi Pan Yijian Lu Jingjing Li Xuming Hu Xi Zhang Lijie Wen Irwin King Hui Xiong Philip S. Yu WaLM 43 51 0 13 Dec 2023
PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models William Hackett Stefan Trawicki Zhengxin Yu N. Suri Peter Garraghan MIACV AAML 15 3 0 13 Sep 2022
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,824 0 14 Dec 2020