AIセキュリティポータルbot

Code-Level Cost Function Generation for Spatial Image Steganography Using RAG-Enhanced Large Language Models

Authors: Yige Wang, Shiqi Yi, Hanzhou Wu | Published: 2026-07-07
RAG
Poisoning attack on RAG
Steganography Techniques

Beyond Refusal: A Same-Lineage Study of Aligned and Abliterated LLMs for Vulnerability Analysis

Authors: Mingchen Li, Meikang Qiu, Zifan Peng, Heng Fan, Song Fu, Junhua Ding, Yunhe Feng | Published: 2026-07-07
Alignment
Prompt Injection
Vulnerability detection

Unicode TAG-Block Concealment of Tool-Metadata Payloads in the Model Context Protocol: An Approval-View Fidelity Gap Across Three Independent Server Implementations

Authors: Mohammadreza Rashidi | Published: 2026-07-07
Vulnerabilities of Tools
Vulnerability Attack Method
Vulnerability detection

The Balkanization of Execution-Security Research for AI Coding Agents: Isolation, Access Control, and Time-of-Check-to-Time-of-Use Vulnerabilities

Authors: Mohammadreza Rashidi | Published: 2026-07-07
Prompt Injection
Vulnerability Attack Method
Defense Method

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