AIセキュリティポータルbot

Training Language Model Agents to Find Vulnerabilities with CTF-Dojo

Authors: Terry Yue Zhuo, Dingmin Wang, Hantian Ding, Varun Kumar, Zijian Wang | Published: 2025-08-25 | Updated: 2025-09-23
セキュリティ分析
機械学習の応用
競技チャレンジ分析

$AutoGuardX$: A Comprehensive Cybersecurity Framework for Connected Vehicles

Authors: Muhammad Ali Nadeem, Bishwo Prakash Pokharel, Naresh Kshetri, Achyut Shankar, Gokarna Sharma | Published: 2025-08-25
ハードウェアセキュリティ
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
データ生成手法
トレーニング手法
透かし

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
プログラム解析
マルウェア分析
マルチエージェントシステム

Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs

Authors: Yu Yan, Sheng Sun, Zhe Wang, Yijun Lin, Zenghao Duan, zhifei zheng, Min Liu, Zhiyi yin, Jianping Zhang | Published: 2025-08-22 | Updated: 2025-09-15
プライバシー評価
倫理基準遵守
大規模言語モデル

Evaluating the Defense Potential of Machine Unlearning against Membership Inference Attacks

Authors: Aristeidis Sidiropoulos, Christos Chrysanthos Nikolaidis, Theodoros Tsiolakis, Nikolaos Pavlidis, Vasilis Perifanis, Pavlos S. Efraimidis | Published: 2025-08-22 | Updated: 2025-09-17
アルゴリズム
プライバシー分析
評価手法

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
モデル抽出攻撃
知的財産保護
防御手法の統合

Foe for Fraud: Transferable Adversarial Attacks in Credit Card Fraud Detection

Authors: Jan Lum Fok, Qingwen Zeng, Shiping Chen, Oscar Fawkes, Huaming Chen | Published: 2025-08-20
モデルの頑健性保証
ロバスト性向上手法
評価手法

On the Security and Privacy of Federated Learning: A Survey with Attacks, Defenses, Frameworks, Applications, and Future Directions

Authors: Daniel M. Jimenez-Gutierrez, Yelizaveta Falkouskaya, Jose L. Hernandez-Ramos, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti | Published: 2025-08-19
プライバシー設計原則
ポイズニング
毒データの検知

DDoS Attacks in Cloud Computing: Detection and Prevention

Authors: Zain Ahmad, Musab Ahmad, Bilal Ahmad | Published: 2025-08-19
リソース使用分析
攻撃タイプ
防御手法