Literature Database

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
Vulnerability Mitigation Technique
Watermark Evaluation

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
Machine learning
Model Interpretability
Digital Watermarking for Generative AI

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
Adversarial attack
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
Cooperative Effects with LLM
Indirect Prompt Injection
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
Poisoning attack on RAG
Reliability Analysis
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
Fairness Learning
Statistical Analysis
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
Prompt Injection
攻撃計画手法
Deep Reinforcement Learning

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
Adversarial attack
Vulnerability Attack Method
Watermarking Technology

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
Indirect Prompt Injection
Backdoor Detection
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
Adversarial attack
Watermarking Technology