Please note that this week's talk will be in Gates 403!
Looking forward to seeing many of you there.
Security Lunch ⛄ Ed. — Wednesday, Apr 22nd, 2026, 12:00 pm @ Gates 403
Iris: Expressive Traffic Analysis for the Modern Internet
Thea Rossman
Can't make it in person? Join us on
zoom.
See our past & upcoming events on our
website!
Abstract:
For decades, researchers have analyzed reconstructed network flows and application sessions to understand Internet security, privacy, censorship, and resilience. Yet, despite many proposed traffic analysis tools, the security research community continues to
build custom, one-off systems over low-level packet processing libraries to conduct experiments.
We investigate the needs of modern passive traffic analysis, and we introduce Iris: a framework for efficiently developing complex, high-performance traffic analysis pipelines. Iris addresses traditional tradeoffs between flexibility and performance by compiling
an optimized processing pipeline from user-defined filters, stream transformations, and computations written in Rust. We demonstrate that Iris can execute real-world security and privacy experiments concurrently at 100Gbps+ on a single commodity server.
This will be a practice talk for NSDI 2026. Feedback is appreciated!
Bio:
Thea Rossman is a second-year PhD student at Stanford advised by Zakir Durumeric in the Empirical Security Research Group. She is broadly interested in building practical systems that help researchers, operators, and end-users understand, in order to strengthen,
modern networks.