DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators
Authors: Tejumade Afonja, Hui-Po Wang, Raouf Kerkouche, Mario Fritz | Published: 2024-12-03 | Updated: 2025-04-29
文献データベース
Intermediate Outputs Are More Sensitive Than You Think
Authors: Tao Huang, Qingyu Huang, Jiayang Meng | Published: 2024-12-01
VLSBench: Unveiling Visual Leakage in Multimodal Safety
Authors: Xuhao Hu, Dongrui Liu, Hao Li, Xuanjing Huang, Jing Shao | Published: 2024-11-29 | Updated: 2025-01-17
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
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
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
Evaluating and Improving the Robustness of Security Attack Detectors Generated by LLMs
Authors: Samuele Pasini, Jinhan Kim, Tommaso Aiello, Rocio Cabrera Lozoya, Antonino Sabetta, Paolo Tonella | Published: 2024-11-27 | Updated: 2025-09-17
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
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
ThreatModeling-LLM: Automating Threat Modeling using Large Language Models for Banking System
Authors: Tingmin Wu, Shuiqiao Yang, Shigang Liu, David Nguyen, Seung Jang, Alsharif Abuadbba | Published: 2024-11-26 | Updated: 2025-05-14