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デバイス識別
ファームウェアバージョン識別
時間ウィンドウ解析

Learning-based Detection of GPS Spoofing Attack for Quadrotors

Authors: Pengyu Wang, Zhaohua Yang, Jialu Li, Ling Shi | Published: 2025-01-10
サイバーセキュリティ
実験的検証
攻撃の評価

Infecting Generative AI With Viruses

Authors: David Noever, Forrest McKee | Published: 2025-01-09
サイバーセキュリティ
データの隠蔽
マルウェア分類

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性能評価
プロンプトインジェクション
脆弱性管理

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
ウォーターマーキング
透かし評価

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アルゴリズム
セキュアロジスティック回帰
フレームワーク

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

Authors: Matteo Esposito | Published: 2025-01-09
仮説検定
欠陥予測のデータセット作成
脆弱性管理

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
プライバシー保護
フレームワーク
暗号学

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性能評価
プロンプトインジェクション
学習の改善

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
テキストシャッフル不整合
プロンプトインジェクション
攻撃手法