MCPSecBench: A Systematic Security Benchmark and Playground for Testing Model Context Protocols
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Yixuan, Gao, Cuifeng, Wu, Daoyuan, Chen, Yufan, Li, Yingjiu, Wang, Shuai |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents
by: Zhang, Dongsen, et al.
Published: (2025)
by: Zhang, Dongsen, et al.
Published: (2025)
Rethinking and Exploring String-Based Malware Family Classification in the Era of LLMs and RAG
by: Chen, Yufan, et al.
Published: (2025)
by: Chen, Yufan, et al.
Published: (2025)
Systematization of Knowledge: Security and Safety in the Model Context Protocol Ecosystem
by: Gaire, Shiva, et al.
Published: (2025)
by: Gaire, Shiva, et al.
Published: (2025)
SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner
by: Wang, Xunguang, et al.
Published: (2024)
by: Wang, Xunguang, et al.
Published: (2024)
A First Look at the Security Issues in the Model Context Protocol Ecosystem
by: Li, Xiaofan, et al.
Published: (2025)
by: Li, Xiaofan, et al.
Published: (2025)
HardSecBench: Benchmarking the Security Awareness of LLMs for Hardware Code Generation
by: Chen, Qirui, et al.
Published: (2026)
by: Chen, Qirui, et al.
Published: (2026)
LLMs Can Defend Themselves Against Jailbreaking in a Practical Manner: A Vision Paper
by: Wu, Daoyuan, et al.
Published: (2024)
by: Wu, Daoyuan, et al.
Published: (2024)
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning
by: Sun, Yuqiang, et al.
Published: (2024)
by: Sun, Yuqiang, et al.
Published: (2024)
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs
by: Li, Zongjie, et al.
Published: (2025)
by: Li, Zongjie, et al.
Published: (2025)
SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code
by: Li, Xinghang, et al.
Published: (2025)
by: Li, Xinghang, et al.
Published: (2025)
Enterprise-Grade Security for the Model Context Protocol (MCP): Frameworks and Mitigation Strategies
by: Narajala, Vineeth Sai, et al.
Published: (2025)
by: Narajala, Vineeth Sai, et al.
Published: (2025)
Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
by: Hou, Xinyi, et al.
Published: (2025)
by: Hou, Xinyi, et al.
Published: (2025)
SoK: Evaluating Jailbreak Guardrails for Large Language Models
by: Wang, Xunguang, et al.
Published: (2025)
by: Wang, Xunguang, et al.
Published: (2025)
Breaking the Protocol: Security Analysis of the Model Context Protocol Specification and Prompt Injection Vulnerabilities in Tool-Integrated LLM Agents
by: Maloyan, Narek, et al.
Published: (2026)
by: Maloyan, Narek, et al.
Published: (2026)
BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts
by: Wang, Qingyue, et al.
Published: (2025)
by: Wang, Qingyue, et al.
Published: (2025)
MCP-DPT: A Defense-Placement Taxonomy and Coverage Analysis for Model Context Protocol Security
by: Rostamzadeh, Mehrdad, et al.
Published: (2026)
by: Rostamzadeh, Mehrdad, et al.
Published: (2026)
AutoPenBench: Benchmarking Generative Agents for Penetration Testing
by: Gioacchini, Luca, et al.
Published: (2024)
by: Gioacchini, Luca, et al.
Published: (2024)
SecRepoBench: Benchmarking Code Agents for Secure Code Completion in Real-World Repositories
by: Shen, Chihao, et al.
Published: (2025)
by: Shen, Chihao, et al.
Published: (2025)
Semantic Attacks on Tool-Augmented LLMs: Securing the Model Context Protocol Against Descriptor-Level Manipulation
by: Jamshidi, Saeid, et al.
Published: (2025)
by: Jamshidi, Saeid, et al.
Published: (2025)
MCPXKIT: The Unified Toolkit for Analyzing Model Context Protocol Security
by: Guo, Yongjian, et al.
Published: (2025)
by: Guo, Yongjian, et al.
Published: (2025)
MCP-Guard: A Multi-Stage Defense-in-Depth Framework for Securing Model Context Protocol in Agentic AI
by: Xing, Wenpeng, et al.
Published: (2025)
by: Xing, Wenpeng, et al.
Published: (2025)
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
by: Zhang, Hanrong, et al.
Published: (2024)
by: Zhang, Hanrong, et al.
Published: (2024)
TamperBench: Systematically Stress-Testing LLM Safety Under Fine-Tuning and Tampering
by: Hossain, Saad, et al.
Published: (2026)
by: Hossain, Saad, et al.
Published: (2026)
Do Androids Dream of Breaking the Game? Systematically Auditing AI Agent Benchmarks with BenchJack
by: Wang, Hao, et al.
Published: (2026)
by: Wang, Hao, et al.
Published: (2026)
Taxonomy, Evaluation and Exploitation of IPI-Centric LLM Agent Defense Frameworks
by: Ji, Zimo, et al.
Published: (2025)
by: Ji, Zimo, et al.
Published: (2025)
Large Language Models for Cyber Security: A Systematic Literature Review
by: Xu, Hanxiang, et al.
Published: (2024)
by: Xu, Hanxiang, et al.
Published: (2024)
WebTrap Park: An Automated Platform for Systematic Security Evaluation of Web Agents
by: Wu, Xinyi, et al.
Published: (2026)
by: Wu, Xinyi, et al.
Published: (2026)
Threat Modeling for Enhancing Security of IoT Audio Classification Devices under a Secure Protocols Framework
by: Benlloch-Lopez, Sergio, et al.
Published: (2025)
by: Benlloch-Lopez, Sergio, et al.
Published: (2025)
SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity
by: Jing, Pengfei, et al.
Published: (2024)
by: Jing, Pengfei, et al.
Published: (2024)
MCP Safety Audit: LLMs with the Model Context Protocol Allow Major Security Exploits
by: Radosevich, Brandon, et al.
Published: (2025)
by: Radosevich, Brandon, et al.
Published: (2025)
MCPThreatHive: Automated Threat Intelligence for Model Context Protocol Ecosystems
by: Shen, Yi Ting, et al.
Published: (2026)
by: Shen, Yi Ting, et al.
Published: (2026)
Chances and Challenges of the Model Context Protocol in Digital Forensics and Incident Response
by: Hilgert, Jan-Niclas, et al.
Published: (2025)
by: Hilgert, Jan-Niclas, et al.
Published: (2025)
GEO-Bench: Benchmarking Ranking Manipulation in Generative Engine Optimization
by: Nimase, Ojas, et al.
Published: (2026)
by: Nimase, Ojas, et al.
Published: (2026)
DPImageBench: A Unified Benchmark for Differentially Private Image Synthesis
by: Gong, Chen, et al.
Published: (2025)
by: Gong, Chen, et al.
Published: (2025)
ClawLess: A Security Model of AI Agents
by: Lu, Hongyi, et al.
Published: (2026)
by: Lu, Hongyi, et al.
Published: (2026)
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models
by: Liu, Xuxu, et al.
Published: (2025)
by: Liu, Xuxu, et al.
Published: (2025)
SastBench: A Benchmark for Testing Agentic SAST Triage
by: Feiglin, Jake, et al.
Published: (2026)
by: Feiglin, Jake, et al.
Published: (2026)
A Systematic Security Evaluation of OpenClaw and Its Variants
by: Wang, Yuhang, et al.
Published: (2026)
by: Wang, Yuhang, et al.
Published: (2026)
Federated Large Language Models: Feasibility, Robustness, Security and Future Directions
by: Jiang, Wenhao, et al.
Published: (2025)
by: Jiang, Wenhao, et al.
Published: (2025)
Invisible Threats from Model Context Protocol: Generating Stealthy Injection Payload via Tree-based Adaptive Search
by: Shen, Yulin, et al.
Published: (2026)
by: Shen, Yulin, et al.
Published: (2026)
Similar Items
-
MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents
by: Zhang, Dongsen, et al.
Published: (2025) -
Rethinking and Exploring String-Based Malware Family Classification in the Era of LLMs and RAG
by: Chen, Yufan, et al.
Published: (2025) -
Systematization of Knowledge: Security and Safety in the Model Context Protocol Ecosystem
by: Gaire, Shiva, et al.
Published: (2025) -
SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner
by: Wang, Xunguang, et al.
Published: (2024) -
A First Look at the Security Issues in the Model Context Protocol Ecosystem
by: Li, Xiaofan, et al.
Published: (2025)