Title
Standing Firm in 5G: A Single-Round, Dropout-Resilient Secure Aggregation for Federated Learning Yiwei Zhang R. Behnia Imtiaz Karim A. Yavuz Elisa Bertino 26 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 29 0 0 09 May 2025
Threat Modeling for AI: The Case for an Asset-Centric Approach Jose Sanchez Vicarte Marcin Spoczynski Mostafa Elsaid 29 0 0 08 May 2025
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models Xiaoyu Xu Minxin Du Qingqing Ye Haibo Hu MU 52 0 0 07 May 2025
DMRL: Data- and Model-aware Reward Learning for Data Extraction Zhiqiang Wang Ruoxi Cheng 26 0 0 07 May 2025
Adversarial Attacks in Multimodal Systems: A Practitioner's Survey Shashank Kapoor Sanjay Surendranath Girija Lakshit Arora Dipen Pradhan Ankit Shetgaonkar Aman Raj AAML 67 0 0 06 May 2025
Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review Sonal Allana Mohan Kankanhalli Rozita Dara 29 0 0 05 May 2025
A Survey on Privacy Risks and Protection in Large Language Models Kang Chen Xiuze Zhou Yuanguo Lin Shibo Feng Li Shen Pengcheng Wu AILaw PILM 133 0 0 04 May 2025
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs Haoming Yang Ke Ma X. Jia Yingfei Sun Qianqian Xu Q. Huang AAML 145 0 0 03 May 2025
LLM Security: Vulnerabilities, Attacks, Defenses, and Countermeasures Francisco Aguilera-Martínez Fernando Berzal PILM 50 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 54 0 0 02 May 2025
XBreaking: Explainable Artificial Intelligence for Jailbreaking LLMs Marco Arazzi Vignesh Kumar Kembu Antonino Nocera V. P. 80 0 0 30 Apr 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 86 0 0 29 Apr 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 74 1 0 28 Apr 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Bo Li Y. Song Jin Dong Jianxin Li Philip S. Yu 71 0 0 27 Apr 2025
NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation Rob Romijnders Stefanos Laskaridis Ali Shahin Shamsabadi Hamed Haddadi 57 0 0 25 Apr 2025
Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models C. L. P. Chen Daochang Liu M. Shah Chang Xu 62 1 0 25 Apr 2025
Revisiting Data Auditing in Large Vision-Language Models Hongyu Zhu Sichu Liang W. Wang Boheng Li Tongxin Yuan Fangqi Li Shilin Wang Zhuosheng Zhang VLM 167 0 0 25 Apr 2025
PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare José G. Moreno Jesus Lovon M'Rick Robin-Charlet Christine Damase-Michel L. Tamine MoMe LM&MA 53 0 0 24 Apr 2025
HalluLens: LLM Hallucination Benchmark Yejin Bang Ziwei Ji Alan Schelten Anthony Hartshorn Tara Fowler Cheng Zhang Nicola Cancedda Pascale Fung HILM 87 0 0 24 Apr 2025
Certified Mitigation of Worst-Case LLM Copyright Infringement Jingyu Zhang Jiacan Yu Marc Marone Benjamin Van Durme Daniel Khashabi MoMe 133 0 0 22 Apr 2025
How Private is Your Attention? Bridging Privacy with In-Context Learning Soham Bonnerjee Zhen Wei Yeon Anna Asch Sagnik Nandy Promit Ghosal 44 0 0 22 Apr 2025
Large language models could be rote learners Yuyang Xu Renjun Hu Haochao Ying J. Wu Xing Shi Wei Lin ELM 137 0 0 11 Apr 2025
Toward Holistic Evaluation of Recommender Systems Powered by Generative Models Yashar Deldjoo Nikhil Mehta M. Sathiamoorthy Shuai Zhang Pablo Castells Julian McAuley EGVM ELM 64 1 0 09 Apr 2025
Understanding Users' Security and Privacy Concerns and Attitudes Towards Conversational AI Platforms Mutahar Ali Arjun Arunasalam Habiba Farrukh SILM 49 0 0 09 Apr 2025
Sharpness-Aware Parameter Selection for Machine Unlearning Saber Malekmohammadi Hong kyu Lee Li Xiong MU 137 0 0 08 Apr 2025
Measuring Déjà vu Memorization Efficiently Narine Kokhlikyan Bargav Jayaraman Florian Bordes Chuan Guo Kamalika Chaudhuri 28 1 0 08 Apr 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 52 1 0 07 Apr 2025
Not All Data Are Unlearned Equally Aravind Krishnan Siva Reddy Marius Mosbach MU 128 0 0 07 Apr 2025
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao W. Wang Songruoyao Wu Jiaxing Yu K. Zhang MGen VGen 70 1 0 01 Apr 2025
Impact of Data Duplication on Deep Neural Network-Based Image Classifiers: Robust vs. Standard Models Alireza Aghabagherloo Aydin Abadi Sumanta Sarkar Vishnu Asutosh Dasu Bart Preneel AAML 52 0 0 01 Apr 2025
A First-Principles Based Risk Assessment Framework and the IEEE P3396 Standard Richard J. Tong Marina Cortês Jeanine A. DeFalco Mark Underwood Janusz Zalewski 34 0 0 31 Mar 2025
A Survey on Unlearnable Data Jiahao Li Yiqiang Chen Yunbing Xing Yang Gu Xiangyuan Lan AAML 55 0 0 30 Mar 2025
Learning on LLM Output Signatures for gray-box LLM Behavior Analysis Guy Bar-Shalom Fabrizio Frasca Derek Lim Yoav Gelberg Yftah Ziser Ran El-Yaniv Gal Chechik Haggai Maron 62 0 0 18 Mar 2025
VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding Zeng Wang Minghao Shao M. Nabeel P. Roy Likhitha Mankali Jitendra Bhandari Ramesh Karri Ozgur Sinanoglu Muhammad Shafique J. Knechtel 65 0 0 17 Mar 2025
ASIDE: Architectural Separation of Instructions and Data in Language Models Egor Zverev Evgenii Kortukov Alexander Panfilov Soroush Tabesh Alexandra Volkova Sebastian Lapuschkin Wojciech Samek Christoph H. Lampert AAML 52 1 0 13 Mar 2025
UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets Wenyu Wang M. Zhang Xiaotian Ye Z. Z. Ren Z. Chen Pengjie Ren MU KELM 156 0 0 06 Mar 2025
Re-evaluating Theory of Mind evaluation in large language models Jennifer Hu Felix Sosa T. Ullman 40 0 0 28 Feb 2025
Model Lakes Koyena Pal David Bau Renée J. Miller 63 0 0 24 Feb 2025
The Canary's Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text Matthieu Meeus Lukas Wutschitz Santiago Zanella Béguelin Shruti Tople Reza Shokri 75 0 0 24 Feb 2025
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility Martin Kuo Jingyang Zhang Jianyi Zhang Minxue Tang Louis DiValentin ... William Chen Amin Hass Tianlong Chen Y. Chen H. Li MU KELM 37 2 0 24 Feb 2025
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents Ivoline Ngong Swanand Kadhe Hao Wang K. Murugesan Justin D. Weisz Amit Dhurandhar K. Ramamurthy 44 2 0 22 Feb 2025
Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data Shenglai Zeng Jiankun Zhang Pengfei He J. Ren Tianqi Zheng Hanqing Lu Han Xu Hui Liu Yue Xing Jiliang Tang 135 9 0 21 Feb 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min-Bin Lin Ye Wang DiffM TDI 166 43 0 21 Feb 2025
Obliviate: Efficient Unmemorization for Protecting Intellectual Property in Large Language Models M. Russinovich Ahmed Salem MU CLL 57 0 0 20 Feb 2025
RTBAS: Defending LLM Agents Against Prompt Injection and Privacy Leakage Peter Yong Zhong Siyuan Chen Ruiqi Wang McKenna McCall Ben L. Titzer Heather Miller Phillip B. Gibbons LLMAG 85 3 0 17 Feb 2025
ReLearn: Unlearning via Learning for Large Language Models Haoming Xu Ningyuan Zhao Liming Yang Sendong Zhao Shumin Deng Mengru Wang Bryan Hooi Nay Oo H. Chen N. Zhang KELM CLL MU 138 0 0 16 Feb 2025
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers Siddharth Singh Prajwal Singhania Aditya K. Ranjan John Kirchenbauer Jonas Geiping ... Abhimanyu Hans Manli Shu Aditya Tomar Tom Goldstein A. Bhatele 94 2 0 12 Feb 2025
Captured by Captions: On Memorization and its Mitigation in CLIP Models Wenhao Wang Adam Dziedzic Grace C. Kim Michael Backes Franziska Boenisch 81 0 0 11 Feb 2025
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations Kaixuan Huang Jiacheng Guo Zihao Li X. Ji Jiawei Ge ... Yangsibo Huang Chi Jin Xinyun Chen Chiyuan Zhang Mengdi Wang AAML LRM 95 7 0 10 Feb 2025