AIセキュリティポータルbot

SA-DRL: Security-Aware Deep Reinforcement Learning for Ransomware Detection with Asymmetric Reward Design

Authors: Jannatul Ferdous, Rafiqul Islam, Md Zahidul Islam | Published: 2026-07-08
モデル選択
実験結果分析
統計的検証手法

AirflowAttack: Thermal-Airflow Adversarial Perturbations against Infrared Remote-Sensing Vision-Language Models

Authors: Cong Su, Jiaju Han, Xuemeng Sun, Chengyin Hu, Qike Zhang, Jiujiang Guo, Yiwei Wei, Jiahuan Long | Published: 2026-07-07
データセット分析
敵対的サンプルの脆弱性
脆弱性攻撃手法

Multi-Channel Spread-Spectrum Code Watermarking

Authors: Soohyeon Choi, Debin Gao, Yue Duan | Published: 2026-07-07
ソフトウェアセキュリティ
堅牢性向上手法
脆弱性攻撃手法

Beyond the Syntax: Do Security Experts Trust LLMs for NIDS Rule Engineering?

Authors: Lorenzo di Filippo, Enkeleda Bardhi, Andrea Agiollo, Alessandro Palma, Silvia Bonomi, Fernando Kuipers | Published: 2026-07-07
インダイレクトプロンプトインジェクション
ハルシネーション
ルール帰属

K-ABENA: K-Adaptive Backpropagation with Error-based N-exclusion Algorithm : (Compensated Loss-Based Sample Exclusion with Unbiased Gradient Estimation)

Authors: Jean-Francois Bonbhel | Published: 2026-07-07
コストモデル
トレーニングプロトコル
モデル設計

i-EXAM: Instructable and Explainable Attack Connectivity Graph Modeler

Authors: Rakesh Podder, Wadia Ganim, Sarath Sreedharan, Indrajit Ray, Indrakshi Ray | Published: 2026-07-07
エージェント操作手法
脆弱性攻撃手法
防御手法

Code-Level Cost Function Generation for Spatial Image Steganography Using RAG-Enhanced Large Language Models

Authors: Yige Wang, Shiqi Yi, Hanzhou Wu | Published: 2026-07-07
RAG
RAGへのポイズニング攻撃
ステガノグラフィー手法

Beyond Refusal: A Same-Lineage Study of Aligned and Abliterated LLMs for Vulnerability Analysis

Authors: Mingchen Li, Meikang Qiu, Zifan Peng, Heng Fan, Song Fu, Junhua Ding, Yunhe Feng | Published: 2026-07-07
アライメント
プロンプトインジェクション
脆弱性検出

Unicode TAG-Block Concealment of Tool-Metadata Payloads in the Model Context Protocol: An Approval-View Fidelity Gap Across Three Independent Server Implementations

Authors: Mohammadreza Rashidi | Published: 2026-07-07
ツールの脆弱性
脆弱性攻撃手法
脆弱性検出

The Balkanization of Execution-Security Research for AI Coding Agents: Isolation, Access Control, and Time-of-Check-to-Time-of-Use Vulnerabilities

Authors: Mohammadreza Rashidi | Published: 2026-07-07
プロンプトインジェクション
脆弱性攻撃手法
防御手法