AIセキュリティポータルbot

Reliability Theory for AI Control

Authors: Grant Molnar | Published: 2026-09-22
アクセス制御モデル
エラー耐性分析
Security Assurance

FairMean: Promoting Fairness in Distributed Learning under Label Poisoning Attacks

Authors: Huigan Zheng, Jiaojiao Zhang, Yongxiang Liu | Published: 2026-09-22
エラー耐性分析
Data Selection Strategy
Poisoning

HYDRA: Proactive Android Malware Drift Adaptation via Hierarchical Graph Contrastive Learning

Authors: Han Chen, Hanchen Wang, Hongmei Chen, Lu Qin, Wenjie Zhang, Ying Zhang | Published: 2026-09-22
ドリフト適応手法
Backdoor Detection
適応学習

Design and Evaluation of a Controlled Post-Alert Incident Orchestration and Response Subsystem Using a Rule Engine and a Local Large Language Model

Authors: Hoang-Lam Huynh, Quoc-Cuong Tang, Van-Tri Phan, Khuong Nguyen-An | Published: 2026-09-22
Security Assurance
実験手法
評価のバランス

On the security and privacy of LLMs in Mobility

Authors: Mauro Conti, Lorenzo Perinello, Umberto Salviati | Published: 2026-09-22
Indirect Prompt Injection
Security Assurance
リスク管理手法

Toward Responsible AI-Augmented Cyber Defense: Pattern Recognition, Defense-in-Depth, and the Case for Human-AI Collaboration

Authors: Mustafa S. Aljumaily, Hayder Kareem Abed, Nawar S. Alseelawi | Published: 2026-09-22
Relationship of AI Systems
Human-Centered Approach
Effects of Automation

Optimizing the Score, Losing Sight of the Task: Reward Hacking Across Weights, Selection, and Prompts

Authors: Vansh Wahi | Published: 2026-09-22
Human-Centered Approach
Selection and Evaluation of Optimization Algorithms
Fundamentals of Machine Learning

C-to-Rust Fallacy: Automatic Refactoring != Memory Security

Authors: Hung-Mao Chen, Xu He, Bo Lu, Xiaokuan Zhang, Kun Sun | Published: 2026-09-22
エラー耐性分析
メモリポイズニング
脆弱性検出手法

Feedback Coding Enables Inference-Time Covert Agentic Communication

Authors: Sidong Guo, Sajani Vithana, Atefeh Gilani, Lalitha Sankar, Oliver Kosut, Flavio P. Calmon | Published: 2026-09-21
フィードバックコーディング
Prompt Injection
会話型ステガノグラフィ

Decoding Guardrails: XAI-Guided Perturbation Analysis of Prompt Injection Detection

Authors: Fernando Outeda, Gustavo Betarte, Juan Diego Campo, Fiorella Cravero | Published: 2026-09-21
Prompt Injection
Prompt validation
Attack Detection