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cs.CR2025
Systematization of Knowledge: Security and Safety in the Model Context Protocol Ecosystem
Shiva Gaire, Srijan Gyawali, Saroj Mishra +3
The Model Context Protocol (MCP) has emerged as the de facto standard for connecting Large Language Models (LLMs) to external data and tools, effectively functioning as the "USB-C…
cs.CR2025
Exploring Secure Machine Learning Through Payload Injection and FGSM Attacks on ResNet-50
Umesh Yadav, Suman Niroula, Gaurav Kumar Gupta +1
This paper investigates the resilience of a ResNet-50 image classification model under two prominent security threats: Fast Gradient Sign Method (FGSM) adversarial attacks and mali…