MCPShield: A Security Cognition Layer for Adaptive Trust Calibration in Model Context Protocol Agents
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhou, Zhenhong, Zhang, Yuanhe, Cai, Hongwei, Aloqaily, Moayad, Bouachir, Ouns, Pang, Linsey, Mehrotra, Prakhar, Wang, Kun, Wen, Qingsong |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Backdoor Collapse: Eliminating Unknown Threats via Known Backdoor Aggregation in Language Models
por: Lin, Liang, et al.
Publicado: (2025)
por: Lin, Liang, et al.
Publicado: (2025)
Blockchain-enabled Energy Trading and Battery-based Sharing in Microgrids
por: Zekiye, Abdulrezzak, et al.
Publicado: (2024)
por: Zekiye, Abdulrezzak, et al.
Publicado: (2024)
ED-DAO: Energy Donation Algorithms based on Decentralized Autonomous Organization
por: Zekiye, Abdulrezzak, et al.
Publicado: (2025)
por: Zekiye, Abdulrezzak, et al.
Publicado: (2025)
Generative AI for Networking
por: Zaman, Faisal, et al.
Publicado: (2025)
por: Zaman, Faisal, et al.
Publicado: (2025)
Analysis of Blockchain Assisted Energy Sharing Algorithms with Realistic Data Across Microgrids
por: Zekiye, Abdulrezzak, et al.
Publicado: (2024)
por: Zekiye, Abdulrezzak, et al.
Publicado: (2024)
Backdoor Attribution: Elucidating and Controlling Backdoor in Language Models
por: Yu, Miao, et al.
Publicado: (2025)
por: Yu, Miao, et al.
Publicado: (2025)
SafeSeek: Universal Attribution of Safety Circuits in Language Models
por: Yu, Miao, et al.
Publicado: (2026)
por: Yu, Miao, et al.
Publicado: (2026)
Editorial for the IJNM Special Issue From the Best Papers of IEEE ICBC 2023 “Advancing Blockchain and Cryptocurrency”
por: Laura Ricci, et al.
Publicado: (2024)
por: Laura Ricci, et al.
Publicado: (2024)
ChronosAudio: A Comprehensive Long-Audio Benchmark for Evaluating Audio-Large Language Models
por: Luo, Kaiwen, et al.
Publicado: (2026)
por: Luo, Kaiwen, et al.
Publicado: (2026)
HearSay Benchmark: Do Audio LLMs Leak What They Hear?
por: Wang, Jin, et al.
Publicado: (2026)
por: Wang, Jin, et al.
Publicado: (2026)
DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent
por: Zhu, Pengyu, et al.
Publicado: (2025)
por: Zhu, Pengyu, et al.
Publicado: (2025)
Ada-RS: Adaptive Rejection Sampling for Selective Thinking
por: Ge, Yirou, et al.
Publicado: (2026)
por: Ge, Yirou, et al.
Publicado: (2026)
Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling LLM Agents
por: Chuang, Yun-Shiuan, et al.
Publicado: (2026)
por: Chuang, Yun-Shiuan, et al.
Publicado: (2026)
LARFT: Closing the Cognition-Action Gap for Length Instruction Following in Large Language Models
por: Zhang, Wei, et al.
Publicado: (2026)
por: Zhang, Wei, et al.
Publicado: (2026)
CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models
por: Zhou, Zhenhong, et al.
Publicado: (2025)
por: Zhou, Zhenhong, et al.
Publicado: (2025)
A Survey on Trustworthy LLM Agents: Threats and Countermeasures
por: Yu, Miao, et al.
Publicado: (2025)
por: Yu, Miao, et al.
Publicado: (2025)
Automating Personalization: Prompt Optimization for Recommendation Reranking
por: Wang, Chen, et al.
Publicado: (2025)
por: Wang, Chen, et al.
Publicado: (2025)
LeechHijack: Covert Computational Resource Exploitation in Intelligent Agent Systems
por: Zhang, Yuanhe, et al.
Publicado: (2025)
por: Zhang, Yuanhe, et al.
Publicado: (2025)
SMCP: Secure Model Context Protocol
por: Hou, Xinyi, et al.
Publicado: (2026)
por: Hou, Xinyi, et al.
Publicado: (2026)
Sequential Recommendation via Adaptive Robust Attention with Multi-dimensional Embeddings
por: Pang, Linsey, et al.
Publicado: (2024)
por: Pang, Linsey, et al.
Publicado: (2024)
NEMO-4-PAYPAL: Leveraging NVIDIA's Nemo Framework for empowering PayPal's Commerce Agent
por: Garg, Sudhanshu, et al.
Publicado: (2025)
por: Garg, Sudhanshu, et al.
Publicado: (2025)
Ev-Trust: An Evolutionarily Stable Trust Mechanism for Decentralized LLM-Based Multi-Agent Service Economies
por: Wang, Jiye, et al.
Publicado: (2025)
por: Wang, Jiye, et al.
Publicado: (2025)
Pivoting Retail Supply Chain with Deep Generative Techniques: Taxonomy, Survey and Insights
por: Wang, Yuan, et al.
Publicado: (2024)
por: Wang, Yuan, et al.
Publicado: (2024)
Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation
por: Zhang, Yuanhe, et al.
Publicado: (2025)
por: Zhang, Yuanhe, et al.
Publicado: (2025)
Design of a Reconfigurable Microfluidic System Enabled by Magnetic Miniature Robots
por: Yuanhe Chen, et al.
Publicado: (2025)
por: Yuanhe Chen, et al.
Publicado: (2025)
Mesh Memory Protocol: Semantic Infrastructure for Multi-Agent LLM Systems
por: Xu, Hongwei
Publicado: (2026)
por: Xu, Hongwei
Publicado: (2026)
SAMEP: A Secure Protocol for Persistent Context Sharing Across AI Agents
por: Masoor, Hari
Publicado: (2025)
por: Masoor, Hari
Publicado: (2025)
Red-Teaming Agent Execution Contexts: Open-World Security Evaluation on OpenClaw
por: Yao, Hongwei, et al.
Publicado: (2026)
por: Yao, Hongwei, et al.
Publicado: (2026)
MCPXKIT: The Unified Toolkit for Analyzing Model Context Protocol Security
por: Guo, Yongjian, et al.
Publicado: (2025)
por: Guo, Yongjian, et al.
Publicado: (2025)
SpecBound: Adaptive Bounded Self-Speculation with Layer-wise Confidence Calibration
por: Wen, Zhuofan, et al.
Publicado: (2026)
por: Wen, Zhuofan, et al.
Publicado: (2026)
Design and Development of a Trust Mechanism to Enhance Security Protection in SDN‐Based IoT Network
por: Pang‐Wei Tsai, et al.
Publicado: (2025)
por: Pang‐Wei Tsai, et al.
Publicado: (2025)
AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models
por: Zhang, Qianchi, et al.
Publicado: (2024)
por: Zhang, Qianchi, et al.
Publicado: (2024)
Breaking the Protocol: Security Analysis of the Model Context Protocol Specification and Prompt Injection Vulnerabilities in Tool-Integrated LLM Agents
por: Maloyan, Narek, et al.
Publicado: (2026)
por: Maloyan, Narek, et al.
Publicado: (2026)
Model Context Protocol for Vision Systems: Audit, Security, and Protocol Extensions
por: Tiwari, Aditi, et al.
Publicado: (2025)
por: Tiwari, Aditi, et al.
Publicado: (2025)
GAP-Net: Calibrating User Intent via Gated Adaptive Progressive Learning for CTR Prediction
por: Ke, Shenqiang, et al.
Publicado: (2026)
por: Ke, Shenqiang, et al.
Publicado: (2026)
When to Trust Tools? Adaptive Tool Trust Calibration For Tool-Integrated Math Reasoning
por: Xu, Ruotao, et al.
Publicado: (2026)
por: Xu, Ruotao, et al.
Publicado: (2026)
From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in LLM Agents
por: Wang, Xinyue, et al.
Publicado: (2026)
por: Wang, Xinyue, et al.
Publicado: (2026)
Lightweight Query Routing for Adaptive RAG: A Baseline Study on RAGRouter-Bench
por: Bansal, Prakhar, et al.
Publicado: (2026)
por: Bansal, Prakhar, et al.
Publicado: (2026)
Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL
por: Luo, Qin-Wen, et al.
Publicado: (2025)
por: Luo, Qin-Wen, et al.
Publicado: (2025)
Adaptive Attacks on Trusted Monitors Subvert AI Control Protocols
por: Terekhov, Mikhail, et al.
Publicado: (2025)
por: Terekhov, Mikhail, et al.
Publicado: (2025)
Ejemplares similares
-
Backdoor Collapse: Eliminating Unknown Threats via Known Backdoor Aggregation in Language Models
por: Lin, Liang, et al.
Publicado: (2025) -
Blockchain-enabled Energy Trading and Battery-based Sharing in Microgrids
por: Zekiye, Abdulrezzak, et al.
Publicado: (2024) -
ED-DAO: Energy Donation Algorithms based on Decentralized Autonomous Organization
por: Zekiye, Abdulrezzak, et al.
Publicado: (2025) -
Generative AI for Networking
por: Zaman, Faisal, et al.
Publicado: (2025) -
Analysis of Blockchain Assisted Energy Sharing Algorithms with Realistic Data Across Microgrids
por: Zekiye, Abdulrezzak, et al.
Publicado: (2024)