LLMday

Large Language Models, Agents & AI Systems

October 1, 2026 San Francisco, California, US

1
Day
20+
Speakers
2
Tracks
100+
Attendees

ShieldMCP: MCP's Missing Firewall

Saurabh Yergattikar
eBay
Abstract

Every MCP server you connect is a new attack surface, and most production agent stacks are shipping without a threat model. I'm a SIG member and contributor to SAFE MCP, Linux Foundation Project & the open security framework for the Model Context Protocol governed under the Linux Foundation and OpenSSF, which now catalogues 78+ adversarial attack vectors against MCP fully mapped to MITRE ATT&CK - tool poisoning, rug pulls, cross-server shadowing, and prompt injection chains that survive every guardrail teams currently trust. This talk walks the live attack classes we've documented, shows what each one actually looks like inside a running agent, and then covers the defense: ShieldMCP, a transparent security proxy implementing 3-stage validation that drops in front of existing agents and servers with zero code changes on either side. ShieldMCP is open source, and its architecture is the subject of my published sole-authored paper at ACL 2026 A* Conference (Industry Track); the SAFE MCP framework was the subject of OpenSSF's official Tech Talk on Securing Agentic AI in March. I'll ground all of it in what it takes to run this in regulated financial infrastructure - I am Technology Leader at eBay and architect softwares serving large number of sellers across the US, UK, and Germany Attendees leave with the threat catalogue, a working proxy they can deploy, and a concrete checklist for auditing their own MCP surface before someone else does it for them.

Bio

Saurabh Yergattikar is a technology leader at eBay, where he builds software infrastructure serving large number of sellers globally. He is a SIG member and contributor to SAFE MCP under the Linux Foundation and OpenSSF, and the creator of ShieldMCP (Open Source System). An IEEE Senior Member with three peer-reviewed papers published in 2026 (ACL Industry Track, IEEE AIIoT ×2), He has spoken at SXSW, the Linux Foundation Members Summit, MCP Conference NYC, and NEARCON, Delivered 90 minutes workshop 3 times at Austin , San Francisco Bay Area. and serves on the program committees for ACM CCS 2026 and ICML 2026 workshops. His work on agent infrastructure has been covered by Inverse and OpenSSF. Photo

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