文献データベース

AgentVisor: Defending LLM Agents Against Prompt Injection via Semantic Virtualization

Authors: Zonghao Ying, Haozheng Wang, Jiangfan Liu, Quanchen Zou, Aishan Liu, Jian Yang, Yaodong Yang, Xianglong Liu | Published: 2026-04-27
LLM性能評価
インダイレクトプロンプトインジェクション
データ保護手法

An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress

Authors: Hikmat Karimov, Rahid Zahid Alekberli | Published: 2026-04-27
一般化性能
解釈可能性
評価手法

System-aware contextual digital twin for ICS anomaly diagnosis

Authors: Eungyu Woo, Yooshin Kim, Wonje Heo, Donghoon Shin | Published: 2026-04-27
クラス不均衡
解釈可能性

Transient Turn Injection: Exposing Stateless Multi-Turn Vulnerabilities in Large Language Models

Authors: Naheed Rayhan, Sohely Jahan | Published: 2026-04-23
プロンプトインジェクション
安全性評価手法
脆弱性評価手法

Stealthy Backdoor Attacks against LLMs Based on Natural Style Triggers

Authors: Jiali Wei, Ming Fan, Guoheng Sun, Xicheng Zhang, Haijun Wang, Ting Liu | Published: 2026-04-23
インダイレクトプロンプトインジェクション
データ毒性
ポイズニング攻撃

A Sociotechnical, Practitioner-Centered Approach to Technology Adoption in Cybersecurity Operations: An LLM Case

Authors: Francis Hahn, Mohd Mamoon, Alexandru G. Bardas, Michael Collins, Daniel Lende, Xinming Ou, S. Raj Rajagopalan | Published: 2026-04-23
LLM性能評価
RAGへのポイズニング攻撃
データ収集

Differentially Private De-identification of Dutch Clinical Notes: A Comparative Evaluation

Authors: Michele Miranda, Xinlan Yan, Nishant Mishra, Rachel Murphy, Ameen Abu-Hanna, Sébastien Bratières, Iacer Calixto | Published: 2026-04-23
LLM性能評価
プライバシー保護手法
差分プライバシー

Provably Secure Steganography Based on List Decoding

Authors: Kaiyi Pang, Minhao Bai | Published: 2026-04-23
リストデコーディング
情報利用率
透かし

DAIRE: A lightweight AI model for real-time detection of Controller Area Network attacks in the Internet of Vehicles

Authors: Shahid Alam, Amina Jameel, Zahida Parveen, Ehab Alnfrawy, Adeela Ashraf, Raza Uddin, Jamal Aqib | Published: 2026-04-22
IoTセキュリティフレームワーク
機械学習の応用
異常検出手法

Towards Certified Malware Detection: Provable Guarantees Against Evasion Attacks

Authors: Nandakrishna Giri, Asmitha K. A., Serena Nicolazzo, Antonino Nocera, Vinod P | Published: 2026-04-22
バックドアモデルの検知
ロバストな説明可能性
一般化性能