Literature Database

Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents

Authors: Zhixin Lin, Jungang Li, Shidong Pan, Yibo Shi, Yue Yao, Dongliang Xu | Published: 2025-08-27
Indirect Prompt Injection
Privacy Management
Education and Follow-up

SecureV2X: An Efficient and Privacy-Preserving System for Vehicle-to-Everything (V2X) Applications

Authors: Joshua Lee, Ali Arastehfard, Weiran Liu, Xuegang Ban, Yuan Hong | Published: 2025-08-26
Security Metric
Privacy Management
Watermark

The Double-edged Sword of LLM-based Data Reconstruction: Understanding and Mitigating Contextual Vulnerability in Word-level Differential Privacy Text Sanitization

Authors: Stephen Meisenbacher, Alexandra Klymenko, Andreea-Elena Bodea, Florian Matthes | Published: 2025-08-26
Prompt leaking
Differential Privacy
文書プライバシー

LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres

Authors: Ronal Singh, Shahroz Tariq, Fatemeh Jalalvand, Mohan Baruwal Chhetri, Surya Nepal, Cecile Paris, Martin Lochner | Published: 2025-08-26
Relationship of AI Systems
テーマ分析
Expert Opinion Collection

FALCON: Autonomous Cyber Threat Intelligence Mining with LLMs for IDS Rule Generation

Authors: Shaswata Mitra, Azim Bazarov, Martin Duclos, Sudip Mittal, Aritran Piplai, Md Rayhanur Rahman, Edward Zieglar, Shahram Rahimi | Published: 2025-08-26
Indirect Prompt Injection
Security Metric
Automated Vulnerability Remediation

Membership Inference Attacks on LLM-based Recommender Systems

Authors: Jiajie He, Yuechun Gu, Min-Chun Chen, Keke Chen | Published: 2025-08-26
Privacy Design Principles
Prompt leaking
Membership Inference

$AutoGuardX$: A Comprehensive Cybersecurity Framework for Connected Vehicles

Authors: Muhammad Ali Nadeem, Bishwo Prakash Pokharel, Naresh Kshetri, Achyut Shankar, Gokarna Sharma | Published: 2025-08-25
Hardware Security
自動車盗難防止
製品安全性

Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation

Authors: Haijian Ma, Daizong Liu, Xiaowen Cai, Pan Zhou, Yulai Xie | Published: 2025-08-25
Data Generation Method
Training Method
Watermark

MalLoc: Toward Fine-grained Android Malicious Payload Localization via LLMs

Authors: Tiezhu Sun, Marco Alecci, Aleksandr Pilgun, Yewei Song, Xunzhu Tang, Jordan Samhi, Tegawendé F. Bissyandé, Jacques Klein | Published: 2025-08-25
Program Analysis
マルウェア分析
マルチエージェントシステム

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives

Authors: Kaixiang Zhao, Lincan Li, Kaize Ding, Neil Zhenqiang Gong, Yue Zhao, Yushun Dong | Published: 2025-08-20 | Updated: 2025-08-27
Model Extraction Attack
Intellectual Property Protection
防御手法の統合