TransLinkGuard: Safeguarding Transformer Models Against Model Stealing
in Edge Deployment

TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment

17 April 2024

Papers citing "TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment"

10 / 10 papers shown

Title
TEESlice: Protecting Sensitive Neural Network Models in Trusted Execution Environments When Attackers have Pre-Trained Models Ding Li Ziqi Zhang Mengyu Yao Y. Cai Yao Guo Xiangqun Chen FedML 32 2 0 15 Nov 2024
Fastrack: Fast IO for Secure ML using GPU TEEs Yongqin Wang Rachit Rajat Jonghyun Lee Tingting Tang M. Annavaram 16 1 0 20 Oct 2024
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment Qinfeng Li Yangfan Xie Tianyu Du Zhiqiang Shen Zhenghan Qin Hao Peng Xinkui Zhao Xianwei Zhu Jianwei Yin Xuhong Zhang 15 2 0 16 Oct 2024
Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion Guanchu Wang Yu-Neng Chuang Ruixiang Tang Shaochen Zhong Jiayi Yuan ... Zirui Liu V. Chaudhary Shuai Xu James Caverlee Xia Hu PILM 68 1 0 06 Oct 2024
A First Look At Efficient And Secure On-Device LLM Inference Against KV Leakage Huan Yang Deyu Zhang Yudong Zhao Yuanchun Li Yunxin Liu 19 2 0 06 Sep 2024
SLIP: Securing LLMs IP Using Weights Decomposition Yehonathan Refael Adam Hakim Lev Greenberg T. Aviv S. Lokam Ben Fishman Shachar Seidman 36 3 0 15 Jul 2024
NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation Tong Zhou Yukui Luo Shaolei Ren Xiaolin Xu AAML 49 15 0 28 Apr 2023
Boosting Neural Networks to Decompile Optimized Binaries Ying Cao Ruigang Liang Kai Chen Peiwei Hu 26 16 0 03 Jan 2023
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 205 807 0 13 Sep 2019
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware Florian Tramèr Dan Boneh FedML 112 395 0 08 Jun 2018