LUMIA: Linear probing for Unimodal and MultiModal Membership Inference Attacks leveraging internal LLM states

Authors: Luis Ibanez-Lissen, Lorena Gonzalez-Manzano, Jose Maria de Fuentes, Nicolas Anciaux, Joaquin Garcia-Alfaro | Published: 2024-11-29 | Updated: 2025-01-10
2024.11.29 2025.04.03
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CantorNet: A Sandbox for Testing Geometrical and Topological Complexity Measures

Authors: Michal Lewandowski, Hamid Eghbalzadeh, Bernhard A. Moser | Published: 2024-11-29 | Updated: 2025-01-28
2024.11.29 2025.04.03
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Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment

Authors: Soumya Suvra Ghosal, Souradip Chakraborty, Vaibhav Singh, Tianrui Guan, Mengdi Wang, Ahmad Beirami, Furong Huang, Alvaro Velasquez, Dinesh Manocha, Amrit Singh Bedi | Published: 2024-11-27 | Updated: 2025-03-20
2024.11.27 2025.04.03
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SoK: Decentralized AI (DeAI)

Authors: Zhipeng Wang, Rui Sun, Elizabeth Lui, Vatsal Shah, Xihan Xiong, Jiahao Sun, Davide Crapis, William Knottenbelt | Published: 2024-11-26 | Updated: 2025-04-16
2024.11.26
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CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics

Authors: Yikun Li, Ting Zhang, Ratnadira Widyasari, Yan Naing Tun, Huu Hung Nguyen, Tan Bui, Ivana Clairine Irsan, Yiran Cheng, Xiang Lan, Han Wei Ang, Frank Liauw, Martin Weyssow, Hong Jin Kang, Eng Lieh Ouh, Lwin Khin Shar, David Lo | Published: 2024-11-26 | Updated: 2025-01-16
2024.11.26 2025.04.03
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CS-Eval: A Comprehensive Large Language Model Benchmark for CyberSecurity

Authors: Zhengmin Yu, Jiutian Zeng, Siyi Chen, Wenhan Xu, Dandan Xu, Xiangyu Liu, Zonghao Ying, Nan Wang, Yuan Zhang, Min Yang | Published: 2024-11-25 | Updated: 2025-01-17
2024.11.25 2025.04.03
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“Moralized” Multi-Step Jailbreak Prompts: Black-Box Testing of Guardrails in Large Language Models for Verbal Attacks

Authors: Libo Wang | Published: 2024-11-23 | Updated: 2025-03-20
2024.11.23 2025.04.03
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Indiscriminate Disruption of Conditional Inference on Multivariate Gaussians

Authors: William N. Caballero, Matthew LaRosa, Alexander Fisher, Vahid Tarokh | Published: 2024-11-21
2024.11.21 2025.04.03
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Attribute Inference Attacks for Federated Regression Tasks

Authors: Francesco Diana, Othmane Marfoq, Chuan Xu, Giovanni Neglia, Frédéric Giroire, Eoin Thomas | Published: 2024-11-19 | Updated: 2025-04-16
2024.11.19
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Variational Bayesian Bow tie Neural Networks with Shrinkage

Authors: Alisa Sheinkman, Sara Wade | Published: 2024-11-17 | Updated: 2024-11-19
2024.11.17 2025.04.03
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