文献データベース

Breadcrumbing Search Agents

Authors: Xuebin Li, Hanqing Zhao, Siyuan Liang, Kejiang Chen, Weiming Zhang, Dacheng Tao, Nenghai Yu | Published: 2026-08-05
攻撃計画手法
脆弱性回避手法
透かし評価

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness

Authors: Haoting Qian, Qingjie Zhang, Zhicong Huang, Cheng Hong, Han Qiu | Published: 2026-08-05
マシン・アンラーニング
モデルの解釈性
生成AI向け電子透かし

TwinIR: Coordinated Invisible Dual-Point Attacks on Online HD Map Construction

Authors: Haibo Hu, Jianghuai Deng, Chen Tang, Yang Lou, Qian Xu, Jianping Wang | Published: 2026-08-05
攻撃計画手法
敵対的攻撃
透かし手法

Large Language Models and Social Media Information Integrity: Opportunities, Challenges, and Research Directions

Authors: Junjie Xiong, Zhengyuan Jiang, Xiaoran Xu, Chi Zhang, Changjia Zhu, Ning Wang, Mingkui Wei, Zhuo Lu, Yao Liu, Lingyao Li | Published: 2026-08-05
LLMとの協力効果
インダイレクトプロンプトインジェクション
スパム進化

Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework

Authors: Zhaoqi Wang, Daqing He, Zijian Zhang, Ye Liu, Jiamou Liu, Zhirui Zeng, Zhan Qin, Zhen Li, Xin Li, Hongwei Yao, Jincheng An, Yong Liu, Yi Li, Qi Sun, Xiulei Liu, Liehuang Zhu | Published: 2026-08-05
RAGへのポイズニング攻撃
信頼性分析
知識腐敗対策

Manipulation-Proof Oblivious Audits against Deceptive Model Providers

Authors: Augustin Godinot, Sofiane Azogagh, Julien Ferry, Sébastien Gambs | Published: 2026-08-05
フェアネス学習
統計的分析
透かし手法

Trident : How to Break Deep Reinforcement Learning Cyber Defenses (Agentic)

Authors: Ryozo Masukawa, Ian Bryant, Armita Kazeminajafabadi, Sanggeon Yun, Hyunwoo Oh, SungHeon Jeong, Nathaniel D. Bastian, Mahdi Imani, Mohsen Imani | Published: 2026-08-05
プロンプトインジェクション
攻撃計画手法
深層強化学習

When Efficiency Becomes Fragility: Exploiting Dynamic Routing Vulnerabilities in Adaptive UAV Tracking

Authors: Shaofeng Liang, Runwei Guan, Wenshuo Chen, Jiemin Wu, Bowen Tian, Haozhe Jia, Kaishen Yuan, Songning Lai, Daizong Liu, Yutao Yue | Published: 2026-08-04
敵対的攻撃
脆弱性攻撃手法
透かし技術

MAFIA: Query-Only Memory Attacks via Probing and Factual Injection against Audited LLM Agents

Authors: Jiaming Chen, Yisen Gao, Yanping Li, Zifan Liu, Yumeng Zhang, Jun Zhang | Published: 2026-08-04
インダイレクトプロンプトインジェクション
バックドアモデルの検知
透かし手法

MissClick: Exploiting Digit-Serialized Coordinates to Attack GUI Grounding Models

Authors: Yu Ran, Wentao Zhao, Xin Zhang, Yi Pan | Published: 2026-08-04
攻撃計画手法
敵対的攻撃
透かし技術