Evaluating Apple Intelligence’s Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets

Authors: Mohd. Farhan Israk Soumik, Syed Mhamudul Hasan, Abdur R. Shahid | Published: 2025-06-04

Client-Side Zero-Shot LLM Inference for Comprehensive In-Browser URL Analysis

Authors: Avihay Cohen | Published: 2025-06-04

A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds

Authors: Jamal H. Al-Yasiri, Mohamad Fadli Bin Zolkipli, Nik Fatinah N Mohd Farid, Mohammed Alsamman, Zainab Ali Mohammed | Published: 2025-06-04

Software Bill of Materials in Software Supply Chain Security A Systematic Literature Review

Authors: Eric O'Donoghue, Yvette Hastings, Ernesto Ortiz, A. Redempta Manzi Muneza | Published: 2025-06-04

Differentially Private Distribution Release of Gaussian Mixture Models via KL-Divergence Minimization

Authors: Hang Liu, Anna Scaglione, Sean Peisert | Published: 2025-06-04

ATAG: AI-Agent Application Threat Assessment with Attack Graphs

Authors: Parth Atulbhai Gandhi, Akansha Shukla, David Tayouri, Beni Ifland, Yuval Elovici, Rami Puzis, Asaf Shabtai | Published: 2025-06-03

Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack

Authors: Jing Xue, Zhishen Sun, Haishan Ye, Luo Luo, Xiangyu Chang, Ivor Tsang, Guang Dai | Published: 2025-06-03

Tarallo: Evading Behavioral Malware Detectors in the Problem Space

Authors: Gabriele Digregorio, Salvatore Maccarrone, Mario D'Onghia, Luigi Gallo, Michele Carminati, Mario Polino, Stefano Zanero | Published: 2025-06-03

CyberGym: Evaluating AI Agents’ Cybersecurity Capabilities with Real-World Vulnerabilities at Scale

Authors: Zhun Wang, Tianneng Shi, Jingxuan He, Matthew Cai, Jialin Zhang, Dawn Song | Published: 2025-06-03

Attention Knows Whom to Trust: Attention-based Trust Management for LLM Multi-Agent Systems

Authors: Pengfei He, Zhenwei Dai, Xianfeng Tang, Yue Xing, Hui Liu, Jingying Zeng, Qiankun Peng, Shrivats Agrawal, Samarth Varshney, Suhang Wang, Jiliang Tang, Qi He | Published: 2025-06-03