Cover Image

From Tool Orchestration to Code Execution: A Study of MCP Design Choices

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Felendler, Yuval, Gandhi, Parth A., Habler, Idan, Elovici, Yuval, Shabtai, Asaf
Format:	Preprint
Published:	2026
Subjects:	Cryptography and Security Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GPT in Sheep's Clothing: The Risk of Customized GPTs
by: Antebi, Sagiv, et al.
Published: (2024)

Mind the Web: The Security of Web Use Agents
by: Shapira, Avishag, et al.
Published: (2025)

MIA-EPT: Membership Inference Attack via Error Prediction for Tabular Data
by: German, Eyal, et al.
Published: (2025)

DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation
by: Segal, Tom, et al.
Published: (2024)

ATAG: AI-Agent Application Threat Assessment with Attack Graphs
by: Gandhi, Parth Atulbhai, et al.
Published: (2025)

Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
by: Antebi, Sagiv, et al.
Published: (2025)

RuleGenie: SIEM Detection Rule Set Optimization
by: Shukla, Akansha, et al.
Published: (2025)

LexiMark: Robust Watermarking via Lexical Substitutions to Enhance Membership Verification of an LLM's Textual Training Data
by: German, Eyal, et al.
Published: (2025)

SHIELD: APT Detection and Intelligent Explanation Using LLM
by: Gandhi, Parth Atulbhai, 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)

SecMate: Multi-Agent Adaptive Cybersecurity Troubleshooting with Tri-Context Personalization
by: Meidan, Yair, et al.
Published: (2026)

AgentGuardian: Learning Access Control Policies to Govern AI Agent Behavior
by: Abaev, Nadya, et al.
Published: (2026)

Rule-ATT&CK Mapper (RAM): Mapping SIEM Rules to TTPs Using LLMs
by: Wudali, Prasanna N., et al.
Published: (2025)

SoK: Cybersecurity Assessment of Humanoid Ecosystem
by: Surve, Priyanka Prakash, et al.
Published: (2025)

ETDI: Mitigating Tool Squatting and Rug Pull Attacks in Model Context Protocol (MCP) by using OAuth-Enhanced Tool Definitions and Policy-Based Access Control
by: Bhatt, Manish, et al.
Published: (2025)

RAPID: Robust APT Detection and Investigation Using Context-Aware Deep Learning
by: Amaru, Yonatan, et al.
Published: (2024)

Real-World Adversarial Attacks on RF-Based Drone Detectors
by: Gazit, Omer, et al.
Published: (2025)

LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI
by: Schwartz, Yuval, et al.
Published: (2024)

Securing GenAI Multi-Agent Systems Against Tool Squatting: A Zero Trust Registry-Based Approach
by: Narajala, Vineeth Sai, et al.
Published: (2025)

UEFI Memory Forensics: A Framework for UEFI Threat Analysis
by: Segal, Kalanit Suzan, et al.
Published: (2025)

Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs
by: German, Eyal, et al.
Published: (2025)

LumiMAS: A Comprehensive Framework for Real-Time Monitoring and Enhanced Observability in Multi-Agent Systems
by: Solomon, Ron, et al.
Published: (2025)

QuantAttack: Exploiting Dynamic Quantization to Attack Vision Transformers
by: Baras, Amit, et al.
Published: (2023)

Rogue Cell: Adversarial Attack and Defense in Untrusted O-RAN Setup Exploiting the Traffic Steering xApp
by: Aizikovich, Eran, et al.
Published: (2025)

Detection of Compromised Functions in a Serverless Cloud Environment
by: Lavi, Danielle, et al.
Published: (2024)

Peacock: UEFI Firmware Runtime Observability Layer for Detection and Response
by: Gorelik, Hadar Cochavi, et al.
Published: (2026)

Building A Secure Agentic AI Application Leveraging A2A Protocol
by: Habler, Idan, et al.
Published: (2025)

DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision Transformers
by: Yehezkel, Oryan, et al.
Published: (2024)

FAA Framework: A Large Language Model-Based Approach for Credit Card Fraud Investigations
by: Shuster, Shaun, et al.
Published: (2025)

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis
by: Cohen, Omri Sgan, et al.
Published: (2025)

Large Empirical Case Study: Go-Explore adapted for AI Red Team Testing
by: Bhatt, Manish, et al.
Published: (2025)

GenKubeSec: LLM-Based Kubernetes Misconfiguration Detection, Localization, Reasoning, and Remediation
by: Malul, Ehud, et al.
Published: (2024)

Towards an End-to-End (E2E) Adversarial Learning and Application in the Physical World
by: Biton, Dudi, et al.
Published: (2025)

Adversarial Hubness Detector: Detecting Hubness Poisoning in Retrieval-Augmented Generation Systems
by: Habler, Idan, et al.
Published: (2026)

CodeCloak: A Method for Evaluating and Mitigating Code Leakage by LLM Code Assistants
by: Noah, Amit Finkman, et al.
Published: (2024)

MCP-ITP: An Automated Framework for Implicit Tool Poisoning in MCP
by: Li, Ruiqi, et al.
Published: (2026)

Agent Capability Negotiation and Binding Protocol (ACNBP)
by: Huang, Ken, et al.
Published: (2025)

FreakOut-LLM: The Effect of Emotional Stimuli on Safety Alignment
by: Kuznetsov, Daniel, et al.
Published: (2026)

MAIF: Enforcing AI Trust and Provenance with an Artifact-Centric Agentic Paradigm
by: Narajala, Vineeth Sai, et al.
Published: (2025)

LISAA: A Framework for Large Language Model Information Security Awareness Assessment
by: Cohen, Ofir, et al.
Published: (2024)