AIセキュリティポータルbot

IoT Firmware Version Identification Using Transfer Learning with Twin Neural Networks

Authors: Ashley Andrews, George Oikonomou, Simon Armour, Paul Thomas, Thomas Cattermole | Published: 2025-01-10
IoT Device Identification
Firmware Version Identification
Time Window Analysis

Learning-based Detection of GPS Spoofing Attack for Quadrotors

Authors: Pengyu Wang, Zhaohua Yang, Jialu Li, Ling Shi | Published: 2025-01-10
Cybersecurity
Experimental Validation
Attack Evaluation

Infecting Generative AI With Viruses

Authors: David Noever, Forrest McKee | Published: 2025-01-09
Cybersecurity
Data Obfuscation
Malware Classification

Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues

Authors: Daniele Cipollone, Changjie Wang, Mariano Scazzariello, Simone Ferlin, Maliheh Izadi, Dejan Kostic, Marco Chiesa | Published: 2025-01-09
LLM Performance Evaluation
Prompt Injection
Vulnerability Management

RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models

Authors: Peizhuo Lv, Mengjie Sun, Hao Wang, Xiaofeng Wang, Shengzhi Zhang, Yuxuan Chen, Kai Chen, Limin Sun | Published: 2025-01-09
RAG
Watermarking
Watermark Evaluation

EVA-S2PLoR: A Secure Element-wise Multiplication Meets Logistic Regression on Heterogeneous Database

Authors: Tianle Tao, Shizhao Peng, Tianyu Mei, Shoumo Li, Haogang Zhu | Published: 2025-01-09 | Updated: 2025-01-13
MPC Algorithm
Secure Logistic Regression
Framework

Bringing Order Amidst Chaos: On the Role of Artificial Intelligence in Secure Software Engineering

Authors: Matteo Esposito | Published: 2025-01-09
Hypothesis Testing
Defect Prediction Dataset Creation
Vulnerability Management

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning

Authors: Runhua Xu, Bo Li, Chao Li, James B. D. Joshi, Shuai Ma, Jianxin Li | Published: 2025-01-09
Privacy Protection
Framework
Cryptography

SpaLLM-Guard: Pairing SMS Spam Detection Using Open-source and Commercial LLMs

Authors: Muhammad Salman, Muhammad Ikram, Nardine Basta, Mohamed Ali Kaafar | Published: 2025-01-09
LLM Performance Evaluation
Prompt Injection
Improvement of Learning

Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Authors: Shiji Zhao, Ranjie Duan, Fengxiang Wang, Chi Chen, Caixin Kang, Jialing Tao, YueFeng Chen, Hui Xue, Xingxing Wei | Published: 2025-01-09
Text Shuffle Inconsistency
Prompt Injection
Attack Method