AIセキュリティポータルbot

Selective Disclosure Watermarking for Large Language Models

Authors: Xuyang Chen, Xiang Li, Yangxinyu Xie, Qi Long | Published: 2026-07-06
Model Design
公的検証可能性
Digital Watermarking for Generative AI

When Claws Remember but Do Not Tell: Stealthy Memory Injection in Persistent Personal Agents

Authors: Yechao Zhang, Shiqian Zhao, Jiawen Zhang, Jie Zhang, Gelei Deng, Xiaogeng Liu, Chaowei Xiao, Tianwei Zhang | Published: 2026-07-06
Indirect Prompt Injection
エージェント操作手法
Vulnerability Attack Method

Agent Data Injection Attacks are Realistic Threats to AI Agents

Authors: Woohyuk Choi, Juhee Kim, Taehyun Kang, Jihyeon Jeong, Luyi Xing, Byoungyoung Lee | Published: 2026-07-06
Indirect Prompt Injection
Vulnerability Attack Method
Defense Method

Your Agent’s Memories Are Not Its Own: Forged Reasoning Attacks on LLM Agent Memory and Defenses

Authors: Neeraj Karamchandani, Piyush Nagasubramaniam, Sencun Zhu, Dinghao Wu | Published: 2026-07-06
Indirect Prompt Injection
Vulnerability Attack Method
記憶攻撃手法

TACTIC-KG: Toward Small Agent Teams for Cyber Threat Intelligence Knowledge Graph Construction

Authors: Mouhamed Amine Bouchiha, Gregory Blanc | Published: 2026-07-06
エージェント操作手法
Dataset Analysis
Evaluation Method

Look-Ahead-Freedom as Temporal Non-Interference: A Verifiable Correctness Property for Backtesting and Agentic Trading Pipelines

Authors: Xavier Fonseca | Published: 2026-07-06
Data Flow Analysis
Time Series Analysis
Vulnerability detection

Active Learning on Adversarially Corrupted Graphs

Authors: Marco Bressan, Nicolò Cesa-Bianchi, Tommaso d`Orsi, Emmanuel Esposito, Silvio Lattanzi | Published: 2026-07-06
Adversarial Learning
Vulnerability Attack Method
High-Dimensional Data Analysis

HilEnT: Hilbert, Entropy Transformed Image Based Malware Detection

Authors: Rahul Kale, Thesath Wijayasiri, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2026-07-06
マルウェア可視化
Machine Learning Method
Deep Learning Model

FORGE: Research-Trajectory Hijacking Attacks on Deep Research Agents

Authors: Yue Pan, Ziheng Zhang, Junxiang Lei, Changhao Jia, Qingyi Si, Hongcheng Guo | Published: 2026-07-06
Vulnerability of Adversarial Examples
Vulnerability Attack Method
Defense Method

Retroactive Chain-of-Thought (RetroCoT): Forensic Reconstruction Prompts as a Safety Diagnostic Across Model Generations

Authors: Samira Hajizadeh | Published: 2026-07-06
Alignment
エージェント操作手法
Model Evaluation