4 papers
VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation
Harshil Patel, Kunal Pai
As the Model Context Protocol (MCP) standardizes tool-calling for autonomous agents, it introduces a critical, unexamined attack surface: the error-handling loop. We hypothesize th…
Toward Reproducible and Standardized Computer Architecture Simulation with gem5
Kunal Pai, Harshil Patel, Erin Le +4
Reproducibility in simulation-based computer architecture research requires coordinating artifacts like disk images, kernels, and benchmarks, but existing workflows are inconsisten…
NAAMSE: Framework for Evolutionary Security Evaluation of Agents
Kunal Pai, Parth Shah, Harshil Patel
AI agents are increasingly deployed in production, yet their security evaluations remain bottlenecked by manual red-teaming or static benchmarks that fail to model adaptive, multi-…
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization
Kunal Pai, Parth Shah, Harshil Patel
Rapid Large Language Model (LLM) advancements are fueling autonomous Multi-Agent System (MAS) development. However, current frameworks often lack flexibility, resource awareness, m…