文献データベース

On the Reliability of LLM-Based Vulnerability Patching Benchmarks

Authors: Dang K Le, Wenxuan Shi, Xinyu Xing | Published: 2026-10-07
LLMの安全機構の解除
データセット評価
脆弱性評価手法

Beyond Reward Suppression: Near-Optimal Offline Attacks on Warm-Start Bandits with Bounded Rewards

Authors: Qirun Zeng, Manhin Poon, Xiangxiang Dai, Qixin Zhang, Jinhang Zuo | Published: 2026-10-07
攻撃シナリオ分析
最適化戦略
透かし攻撃

Constrained-Action AI Remediation for SIEM/XDR via a NeMo-Guardrails Proxy

Authors: Georgios Koutidis, Nikolaos Kekatos, Tom Nianios, Alexios Lekidis | Published: 2026-10-07
RAGへのポイズニング攻撃
ガードレール効果
セキュリティ考慮

Defensive Sufficiency in a Stackelberg Model of AI Security

Authors: Subhabrata Majumdar, Rajlakshmi Chavan | Published: 2026-10-07
攻撃シナリオ分析
最適化戦略
脆弱性評価手法

A Deafening Silence: Catastrophic Forgetting Lives in the Output Embeddings of Tokens the Data Never Speaks

Authors: Jonghyun Han, Younghoon Song, Jongyoul Park | Published: 2026-10-07
プロンプトリーキング
モデル性能評価
深層学習

Pareto-optimal quantum kernel selection for unsupervised anomaly detection on real malware beaconing data

Authors: Boaz Micah, Nadia Milazzo, Maissa Beji, Borja Aizpurua, Llorenç Espinosa-Portalés, Esteban Payares, Ghada Ben Slama, Luc Andrea, Michel Kurek, Thomas Cope, Olivier Salomon | Published: 2026-10-07
マルウェア検出シナリオ
モデル性能評価
量子機械学習

MARS: Malware Analysis with Rule-Based Scoring of LLM Claims

Authors: Hyeongjun Choi | Published: 2026-10-07
データセット評価
マルウェア検出シナリオ
モデル性能評価

Ask the Expert: LLM-Guided Reinforcement Learning for Autonomous Cyber Defense

Authors: Fernando Martinez, Abhishek Satyam, Tao Li, Junaid Farooq, Ying Wang, Juntao Chen | Published: 2026-10-07
ネットワーク脅威検出
強化学習
行動解析手法

Package Hallucination Attacks on Coding Agents through Prompt Injection in Rule Files

Authors: Yupu Wang, Zhengyuan Jiang, Reachal Wang, Neil Zhenqiang Gong | Published: 2026-10-07
インダイレクトプロンプトインジェクション
攻撃シナリオ分析
最適化戦略

Adversarial Images Hijack Web Agents from Visual Grounding to Browser Execution

Authors: Wanjing Han, Levi Taiji Li, Mu Zhang, Yue Jiang, Guanhong Tao | Published: 2026-10-07
バックドアモデルの検知
モデルDoS
攻撃シナリオ分析