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The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks

22 February 2018

Papers citing "The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks"

50 / 441 papers shown

Title
Rectifying Privacy and Efficacy Measurements in Machine Unlearning: A New Inference Attack Perspective Nima Naderloui Shenao Yan Binghui Wang Jie Fu Wendy Hui Wang Weiran Liu Yuan Hong AAML 37 0 0 16 Jun 2025
Memorization in Language Models through the Lens of Intrinsic Dimension Stefan Arnold PILM 109 0 0 11 Jun 2025
Multidimensional Analysis of Specific Language Impairment Using Unsupervised Learning Through PCA and Clustering Niruthiha Selvanayagam 37 0 0 05 Jun 2025
Quantifying Cross-Modality Memorization in Vision-Language Models Yuxin Wen Yangsibo Huang Tom Goldstein Ravi Kumar Badih Ghazi Chiyuan Zhang 115 0 0 05 Jun 2025
Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack Jing Xue Zhishen Sun Haishan Ye Luo Luo Xiangyu Chang Ivor Tsang Guang Dai MIACV MIALM 64 0 0 03 Jun 2025
Trade-offs in Data Memorization via Strong Data Processing Inequalities Vitaly Feldman Guy Kornowski Xin Lyu TDI FedML 66 0 0 02 Jun 2025
How much do language models memorize? John X. Morris Chawin Sitawarin Chuan Guo Narine Kokhlikyan G. E. Suh Alexander M. Rush Kamalika Chaudhuri Saeed Mahloujifar KELM ELM 40 0 0 30 May 2025
The End Of Universal Lifelong Identifiers: Identity Systems For The AI Era Shriphani Palakodety 15 0 0 29 May 2025
Vid-SME: Membership Inference Attacks against Large Video Understanding Models Qi Li Runpeng Yu Xinchao Wang 30 2 0 29 May 2025
Bayesian Perspective on Memorization and Reconstruction Haim Kaplan Yishay Mansour Kobbi Nissim Uri Stemmer AAML 33 0 0 29 May 2025
Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition Yuan Tseng Titouan Parcollet Rogier van Dalen Shucong Zhang Sourav Bhattacharya 35 0 0 28 May 2025
OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature Alisha Srivastava Emir Korukluoglu Minh Nhat Le Duyen Tran Chau Minh Pham Marzena Karpinska Mohit Iyyer 49 0 0 28 May 2025
What is the role of memorization in Continual Learning? Jędrzej Kozal Jan Wasilewski Alif Ashrafee Bartosz Krawczyk Michał Woźniak 49 0 0 23 May 2025
lmgame-Bench: How Good are LLMs at Playing Games? Lanxiang Hu Mingjia Huo Yu Zhang Haoyang Yu Eric P. Xing Ion Stoica Tajana Rosing Haojian Jin Hao Zhang 138 1 0 21 May 2025
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities Xiaoyu Luo Yiyi Chen Johannes Bjerva Qiongxiu Li 94 0 0 21 May 2025
BanglaByT5: Byte-Level Modelling for Bangla Pramit Bhattacharyya Arnab Bhattacharya 47 0 0 21 May 2025
Trust Me, I Can Handle It: Self-Generated Adversarial Scenario Extrapolation for Robust Language Models Md Rafi Ur Rashid Vishnu Asutosh Dasu Ye Wang Gang Tan Shagufta Mehnaz AAML ELM 109 0 0 20 May 2025
Fragments to Facts: Partial-Information Fragment Inference from LLMs Lucas Rosenblatt Bin Han Robert Wolfe Bill Howe AAML 61 0 0 20 May 2025
CURE: Concept Unlearning via Orthogonal Representation Editing in Diffusion Models Shristi Das Biswas Arani Roy Kaushik Roy DiffM 122 0 0 19 May 2025
NeuroGen: Neural Network Parameter Generation via Large Language Models Jiaqi Wang Yusen Zhang Xi Li 111 0 0 18 May 2025
A Unified and Scalable Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 138 1 0 15 May 2025
Improved Algorithms for Differentially Private Language Model Alignment Keyu Chen Hao Tang Qinglin Liu Yizhao Xu 54 0 0 13 May 2025
Standing Firm in 5G: A Single-Round, Dropout-Resilient Secure Aggregation for Federated Learning Yiwei Zhang R. Behnia Imtiaz Karim A. Yavuz Elisa Bertino 69 0 0 11 May 2025
DP-TRAE: A Dual-Phase Merging Transferable Reversible Adversarial Example for Image Privacy Protection Xia Du Jiajie Zhu Jizhe Zhou Chi-Man Pun Zheng Lin Cong Wu Zhaoyu Chen Jun Luo AAML 80 0 0 11 May 2025
Efficient Full-Stack Private Federated Deep Learning with Post-Quantum Security Yiwei Zhang R. Behnia A. Yavuz Reza Ebrahimi E. Bertino FedML 113 0 0 09 May 2025
Privacy-Preserving Transformers: SwiftKey's Differential Privacy Implementation Abdelrahman Abouelenin M. Abdelrehim Raffy Fahim Amr Hendy Mohamed Afify 61 0 0 08 May 2025
Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation Vaidehi Patil Yi-Lin Sung Peter Hase Jie Peng Jen-tse Huang Joey Tianyi Zhou AAML MU 285 4 0 01 May 2025
A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage Rui Xin Niloofar Mireshghallah Shuyue Stella Li Michael Duan Hyunwoo Kim Yejin Choi Yulia Tsvetkov Sewoong Oh Pang Wei Koh 150 7 0 28 Apr 2025
Can Differentially Private Fine-tuning LLMs Protect Against Privacy Attacks? Hao Du Shang Liu Yang Cao AAML 143 0 0 28 Apr 2025
Anti-adversarial Learning: Desensitizing Prompts for Large Language Models Xuan Li Zhe Yin Xiaodong Gu Beijun Shen AAML MU 119 0 0 25 Apr 2025
NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation Rob Romijnders Stefanos Laskaridis Ali Shahin Shamsabadi Hamed Haddadi 129 0 0 25 Apr 2025
Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks Antonios Tragoudaras Theofanis Aslanidis Emmanouil Georgios Lionis Marina Orozco González Panagiotis Eustratiadis MIACV SILM 86 0 0 23 Apr 2025
ParaPO: Aligning Language Models to Reduce Verbatim Reproduction of Pre-training Data Tong Chen Faeze Brahman Jiacheng Liu Niloofar Mireshghallah Weijia Shi Pang Wei Koh Luke Zettlemoyer Hannaneh Hajishirzi 93 1 0 20 Apr 2025
STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings Saksham Rastogi Pratyush Maini Danish Pruthi 169 0 0 18 Apr 2025
Memorization: A Close Look at Books Iris Ma Ian Domingo A. Krone-Martins Pierre Baldi Cristina V. Lopes 104 0 0 17 Apr 2025
SHA256 at SemEval-2025 Task 4: Selective Amnesia -- Constrained Unlearning for Large Language Models via Knowledge Isolation Saransh Agrawal Kuan-Hao Huang MU KELM 101 0 0 17 Apr 2025
Quantifying Privacy Leakage in Split Inference via Fisher-Approximated Shannon Information Analysis Ruijun Deng Zhihui Lu Qiang Duan FedML 205 0 0 14 Apr 2025
Large Language Models Could Be Rote Learners Yuyang Xu Renjun Hu Haochao Ying Jian Wu Xing Shi Wei Lin ELM 440 0 0 11 Apr 2025
Sharpness-Aware Parameter Selection for Machine Unlearning Saber Malekmohammadi Hong kyu Lee Li Xiong MU 511 0 0 08 Apr 2025
Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLM-Powered Assistance Bo Yuan Yulin Chen Yin Zhang Wei Jiang NoLa 134 8 0 03 Apr 2025
SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models Anil Ramakrishna Yixin Wan Xiaomeng Jin Kai-Wei Chang Zhiqi Bu Bhanukiran Vinzamuri Volkan Cevher Mingyi Hong Rahul Gupta AILaw MU 481 1 0 02 Apr 2025
Forward Learning with Differential Privacy Mingqian Feng Zeliang Zhang Jinyang Jiang Yijie Peng Chenliang Xu 98 0 0 01 Apr 2025
Leaking LoRa: An Evaluation of Password Leaks and Knowledge Storage in Large Language Models Ryan Marinelli Magnus Eckhoff PILM 87 0 0 29 Mar 2025
Efficient Verified Machine Unlearning For Distillation Yijun Quan Zushu Li Giovanni Montana MU 83 0 0 28 Mar 2025
Instance-Level Data-Use Auditing of Visual ML Models Zonghao Huang Neil Zhenqiang Gong Michael K. Reiter MLAU 99 0 0 28 Mar 2025
Malicious and Unintentional Disclosure Risks in Large Language Models for Code Generation Rafiqul Rabin Sean McGregor Nick Judd AAML PILM 89 0 0 27 Mar 2025
Language Models May Verbatim Complete Text They Were Not Explicitly Trained On Ken Ziyu Liu Christopher A. Choquette-Choo Matthew Jagielski Peter Kairouz Sanmi Koyejo Percy Liang Nicolas Papernot 177 4 0 21 Mar 2025
Learning on LLM Output Signatures for gray-box Behavior Analysis Guy Bar-Shalom Fabrizio Frasca Derek Lim Yoav Gelberg Yftah Ziser Ran El-Yaniv Gal Chechik Haggai Maron 152 0 0 18 Mar 2025
Privacy Auditing of Large Language Models Ashwinee Panda Xinyu Tang Milad Nasr Christopher A. Choquette-Choo Prateek Mittal PILM 133 10 0 09 Mar 2025
Energy-Latency Attacks: A New Adversarial Threat to Deep Learning H. B. Meftah W. Hamidouche Sid Ahmed Fezza Olivier Déforges AAML 70 0 0 06 Mar 2025