文献データベース

Efficient Active Auditing of Multi-Group Fairness with Bias Probes

Authors: Ayoub Ajarra, Debabrota Basu | Published: 2026-09-30
サンプル複雑性
マルチクラス分類
解釈可能性

WARP: A Unified Benchmark for Invisible Image Watermarking — Robustness and Protection Against Attacks

Authors: Khaled Abud, Aleksey Yakushev, Aleksandr Akimenkov, Irina Serzhenko, Kirill Aistov, Egor Kovalev, Dmitry Obydenkov, Sergey Lavrushkin, Anastasia Antsiferova, Dmitriy Vatolin, Yury Markin, Kirill Lukianov | Published: 2026-09-30
攻撃の評価
生成AI向け電子透かし
透かし

Who Verifies the Graph? Misspecification Attacks on Causal Action Verification for Language Agents

Authors: Fabio Rovai | Published: 2026-09-30
検出手法の分析
行動操作攻撃
防御手法

TACTIC: Temporal and Context-Aware LLM Tactical Planning for Roadside LiDAR Attacks

Authors: Yiming Gao, Shaocheng Luo | Published: 2026-09-30
マルチモーダル安全性
攻撃の評価
自動運転技術の脆弱性

CodeMimicry: Exploiting Safety Generalization Lag in Large Language Models via Structured Code Completion

Authors: Zhen Liang, Hai Huang, Wentao Chen | Published: 2026-09-30
LLMの安全機構の解除
コード生成のセキュリティ
安全性メカニズムの分析

Safety of Latent Communication in Multi-Agent Systems

Authors: Muhammad Huzaifa, Sina Mavali, Thorsten Eisenhofer | Published: 2026-09-30
安全性の整合性
攻撃の評価
通信システム

Let the Carrier Carry the Attack: Preserving the Subject in Adversarial Image Generation

Authors: Linfeng Jiang, Steven McDonagh, Yuhang Chen, Xingyu Zhao, Siddartha Khastgir, Andi Zhang | Published: 2026-09-30
ポイズニング
敵対的学習
画像分類

Pretext: Defeating Malicious Skill Detection Frameworks for AI Agents

Authors: Tobias Kaisar, Aritra Dhar | Published: 2026-09-30
プロンプトリーキング
攻撃の評価
防御手法

Speculative Safety Honeypot: Toward Proactive Defense Against Multi-turn Agent Attacks

Authors: Zezhong Wang, Xueyang Tang, Rui Lian, Yang Lou, Heqing Huang | Published: 2026-09-30
サンプリング手法
プロンプトインジェクション
マルチターン攻撃分析

Learning Normal Diffusion Dynamics for Backdoor Defense in Text-to-Image Models

Authors: Junjian Li, Xiaolong Liu, Peng Sun, Liantao Wu, Linghan Chen, Yudong Gao, Honglong Chen | Published: 2026-09-30
バックドアモデルの検知
拡散モデル
防御手法