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 RAGPoisoning attack on RAGSteganography Techniques 2026.07.07 2026.07.09 Literature Database
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 AlignmentPrompt InjectionVulnerability detection 2026.07.07 2026.07.09 Literature Database
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 ToolsVulnerability Attack MethodVulnerability detection 2026.07.07 2026.07.09 Literature Database
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 InjectionVulnerability Attack MethodDefense Method 2026.07.07 2026.07.09 Literature Database
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 2026.07.06 2026.07.08 Literature Database
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 2026.07.06 2026.07.08 Literature Database
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 InjectionVulnerability Attack MethodDefense Method 2026.07.06 2026.07.08 Literature Database
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 InjectionVulnerability Attack Method記憶攻撃手法 2026.07.06 2026.07.08 Literature Database
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 AnalysisEvaluation Method 2026.07.06 2026.07.08 Literature Database
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 AnalysisTime Series AnalysisVulnerability detection 2026.07.06 2026.07.08 Literature Database