Membership Inference via Backdooring

International Joint Conference on Artificial Intelligence (IJCAI), 2022

10 June 2022

Lichao Sun

Papers citing "Membership Inference via Backdooring"

21 / 21 papers shown

Title
Data Provenance Auditing of Fine-Tuned Large Language Models with a Text-Preserving Technique Yanming Li Seifeddine Ghozzi Cédric Eichler Nicolas Anciaux Alexandra Bensamoun Lorena Gonzalez-Manzano WaLM 188 0 0 07 Oct 2025
SMS: Self-supervised Model Seeding for Verification of Machine UnlearningIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025 Weiqi Wang Chenhan Zhang Zhiyi Tian Shui Yu AAML MU 116 0 0 30 Sep 2025
Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-Gradients Alessio Mora Carlo Mazzocca R. Montanari Paolo Bellavista MU 230 0 0 08 Apr 2025
SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic CommunicationsIEEE Transactions on Information Forensics and Security (TIFS), 2025 Weiqi Wang Zhiyi Tian Chenhan Zhang Shui Yu MU 277 5 0 27 Feb 2025
CRFU: Compressive Representation Forgetting Against Privacy Leakage on Machine UnlearningIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025 Weiqi Wang Chenhan Zhang Zhiyi Tian Shushu Liu Shui Yu MU 277 3 0 27 Feb 2025
SoK: Dataset Copyright Auditing in Machine Learning SystemsIEEE Symposium on Security and Privacy (S&P), 2024 L. Du Xuanru Zhou M. Chen Chusong Zhang Zhou Su Peng Cheng Jiming Chen Zhikun Zhang MLAU 378 15 0 22 Oct 2024
Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy LeakageAAAI Conference on Artificial Intelligence (AAAI), 2024 Md Rafi Ur Rashid Jing Liu T. Koike-Akino Shagufta Mehnaz Ye Wang MU SILM 276 11 0 30 Aug 2024
Composite Concept Extraction through BackdooringInternational Conference on Pattern Recognition (ICPR), 2024 Banibrata Ghosh Haripriya Harikumar Khoa D. Doan Svetha Venkatesh Santu Rana 252 0 0 19 Jun 2024
Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World Wen Yin Jian Lou Pan Zhou Yulai Xie Dan Feng Yuhua Sun Tailai Zhang Lichao Sun AAML 135 11 0 30 Apr 2024
How to Forget Clients in Federated Online Learning to Rank?European Conference on Information Retrieval (ECIR), 2024 Shuyi Wang Bing Liu Guido Zuccon 175 10 0 24 Jan 2024
Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation MetricsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Nicolò Romandini Alessio Mora Carlo Mazzocca R. Montanari Paolo Bellavista FedML MU 327 46 0 10 Jan 2024
Machine unlearning through fine-grained model parameters perturbationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Zhiwei Zuo Zhuo Tang KenLi Li Anwitaman Datta AAML MU 422 4 0 09 Jan 2024
Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive SurveyIEEE Communications Surveys and Tutorials (COMST), 2023 Yichen Wan Youyang Qu Wei Ni Yong Xiang Longxiang Gao Ekram Hossain AAML 254 74 0 14 Dec 2023
Exploring ChatGPT's Capabilities on Vulnerability ManagementUSENIX Security Symposium (USENIX Security), 2023 Peiyu Liu Junming Liu Lirong Fu Kangjie Lu Yifan Xia Xuhong Zhang Wenzhi Chen Haiqin Weng R. Beyah Wenhai Wang 194 39 0 11 Nov 2023
Source Inference Attacks: Beyond Membership Inference Attacks in Federated LearningIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023 Hongsheng Hu Xuyun Zhang Z. Salcic Lichao Sun K. Choo Gillian Dobbie 138 25 0 30 Sep 2023
Class-wise Federated Unlearning: Harnessing Active Forgetting with Teacher-Student Memory GenerationKnowledge-Based Systems (KBS), 2023 Yuyuan Li Chaochao Chen Xiaolin Zheng Jiaming Zhang FedML MU 237 7 0 07 Jul 2023
Watermarking Text Data on Large Language Models for Dataset Copyright Yixin Liu Hongsheng Hu Xun Chen Xuyun Zhang Lichao Sun WaLM 323 30 0 22 May 2023
Do Backdoors Assist Membership Inference Attacks?Security and Privacy in Communication Networks (SecureComm), 2023 Yumeki Goto Nami Ashizawa Toshiki Shibahara Naoto Yanai MIACV 133 2 0 22 Mar 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 441 32 0 19 Feb 2023
Data Isotopes for Data Provenance in DNNsProceedings on Privacy Enhancing Technologies (PoPETs), 2022 Emily Wenger Xiuyu Li Ben Y. Zhao Vitaly Shmatikov 162 17 0 29 Aug 2022
Backdoor Attacks on Crowd CountingACM Multimedia (ACM MM), 2022 Yuhua Sun Tailai Zhang Jiabo He Pan Zhou Jian Lou Zichuan Xu Xing Di Yu Cheng Lichao AAML 199 16 0 12 Jul 2022