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June 9-10, 2026
Bengaluru, India
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IMPORTANT NOTE: Timing of sessions and room locations are subject to change.


Wednesday June 10, 2026 3:20pm - 3:45pm IST
As MCP servers exponentially proliferate, a critical question emerges: who audits what an LLM actually did when it invoked a tool?

Application-layer logs can be tampered with or missed. This talk argues that eBPF is the only tamper-resistant audit layer for MCP tool execution and shows you how to build it.

We walk through instrumenting an MCP server's syscall surface with bpftrace and cilium/ebpf: capturing every network egress triggered by a tool call, every file descriptor opened, every exec spawned, correlated back to the originating MCP request ID via process lineage tracking in BPF maps.

The result is an immutable, kernel-enforced audit trail that no application-layer bug or prompt injection can suppress.

We'll also cover using eBPF LSM hooks to enforce policy at call time, blocking tool invocations that attempt unexpected network destinations or file paths effectively making eBPF a runtime policy engine for MCP's threat model.

Attendees leave with a working threat model, reference eBPF programs, and a clear mental model for where kernel enforcement fits in MCP's trust architecture.
Speakers
avatar for Harini Anand

Harini Anand

SDE in Data & AI, IBM
SDE at IBM Data & AI, working on IBM watsonx™. Software Engineering Researcher at UIUC. Computational Cognition Researcher at Georgia Institute of Technology. Biomedical XAI Researcher at Dartmouth College.
Formerly at Niramai & IIT Hyderabad, researching ML for breast cancer and gene regulatory networks. Built cognitive tools for dementia prevention as a student entrepreneur. Google KaggleX Mentee, AWS Scholar, Harvard WE Tech Fellow, Oxford & MIT Summer School alumna and a Stanford... Read More →
Wednesday June 10, 2026 3:20pm - 3:45pm IST
Scarlet 1
  Security Identity + Trust

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