Literature Database

文献データベースでは、AIセキュリティに関する文献情報を分類・集約しています。詳しくは文献データベースについてをご覧ください。統計情報のページでは、収集された文献に関する統計情報を公開しています。
The Literature Database categorizes and aggregates literature related to AI security. For more details, please see About Literature Database. We provide statistical information regarding the Literature Database on the Statistics page.

Brain-SAD: A Brain-Inspired Safe Autonomous Driving Control Framework with Dynamic Fear-Oriented Constraint on Dual-Policy

Authors: Huan Rong, Chao Yin, Anouar Imel, Yijie Xia, Tinghuai Ma | Published: 2026-09-29
Traffic Simulation
動的制約
意思決定プロセスの分析
2026.09.29 2026.10.01
Literature Database

Dagger: Decoupling-based Model Stealing Attack against Graph Neural Networks

Authors: Ying Song, Xiaowei Jia, Balaji Palanisamy | Published: 2026-09-29
クラス不均衡問題
Model Inversion
Detection of Model Extraction Attacks
2026.09.29 2026.10.01
Literature Database

Boids of a Feather Flock Together – Evolving Prey Behaviours Under Different Predator Attack Strategies

Authors: Augusta van Haren, Hanna Hoogen, Luca Pattavina | Published: 2026-09-29
Traffic Simulation
攻撃モデルの訓練
進化戦略
2026.09.29 2026.10.01
Literature Database

Where Do LLMs Decide to Break the Rules? Mechanistic Localization of Prompt Injection Compliance

Authors: Rui Wen, Jiayang Liu, Zeyu Yang, Jun Sakuma, Lu Sun | Published: 2026-09-29
Indirect Prompt Injection
Prompt validation
攻撃効果の評価
2026.09.29 2026.10.01
Literature Database

Correct, Don’t Delete: Mitigating Emergent Misalignment with Corrective Supervision

Authors: Jacob Epifano | Published: 2026-09-29
データセットの問題
Evaluation Method
透かし手法
2026.09.29 2026.10.01
Literature Database

Concealing LLM-Based Multi-Agent Topology via Phantom Structure Injection

Authors: Longzhu He, Zelang Wen, Xinfeng Li, Sen Su, XiaoFeng Wang | Published: 2026-09-29
Graph Privacy
Watermarking Technology
Defense Mechanism
2026.09.29 2026.10.01
Literature Database

Confidence-Guided Protocol IR for LLM-Aided Security Protocol Modeling

Authors: Siqi Li, Yufan Cai, Hongshu Wang, Xinyue Zuo, Zhe Hou, Jin Song Dong | Published: 2026-09-29
セキュリティフレームワーク
Model Design
Watermarking Technology
2026.09.29 2026.10.01
Literature Database

Backdoor Mitigation in Decentralized LLM Fine-Tuning

Authors: Sayan Biswas, Jade Garcia Bourrée, Rachid Guerraoui, Maxime Jacovella, Anne-Marie Kermarrec, Sathwika Peechara, Martijn de Vos, Milos Vujasinovic | Published: 2026-09-29
Backdoor Detection
Prompt Injection
攻撃効果の評価
2026.09.29 2026.10.01
Literature Database

A Sharp Transition in Data Reconstruction under Differential Privacy

Authors: Max Cairney-Leeming, Simone Bombari, Marco Mondelli | Published: 2026-09-29
Data Privacy Management
Reconstruction Attack
透かし手法
2026.09.29 2026.10.01
Literature Database

Beyond Semantic Narrowing: Robust and Efficient LLM Watermarking with Hamming Neighborhoods

Authors: Zewen Sun, Tongyang Zhao, Liyao Xiang, Mingxuan Ma, Lingzhe Wang, Zhiyuan Li | Published: 2026-09-29
Sampling Method
Watermark Robustness
透かし手法
2026.09.29 2026.10.01
Literature Database
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