~/talks

Nick Feamster

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CATO: End-to-End Optimization of ML-Based Traffic Analysis PipelinesNSDI '252025-04-28
CATO automatically searches hundreds of feature + packet-depth configurations, compiles full serving pipelines and measures them end to end, trading off…
Talk on
GRACE: Loss-Resilient Real-Time Video through Neural Codecs21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
A neural video codec that jointly trains encoder and decoder under simulated packet losses and randomly zeroed tensor partitions yields graceful quality…
Talk on
IoT Inspector: Crowdsourcing Labeled Network Traffic from Smart Home Devices at ScaleUbiComp / ISWC 20202020-09-12
An open-source tool called IoT Inspector runs on Mac, Linux, and Windows and captures traffic without extra hardware by using ARP spoofing to sit on-path…
Talk on
Identifying Disinformation Websites Using Infrastructure FeaturesFOCI '202020-08-11
Claim: infrastructure metadata can flag disinformation sites early. Trained a random forest on 551 disinformation, 553 news, 555 other snapshots using domain…
Talk on
Panel: From Spam to Speech: Policing the Next Generation of "Unwanted Traffic"USENIX Security '182018-08-15
Automated moderation struggles with scale and nuance: off‑the‑shelf NLP averages 56-58% accuracy while tuned models rise to 75-80%, so false…
Panel on
Global Measurement of DNS Manipulation26th USENIX Security Symposium (USENIX Security '17)2017-08-16
A deployed measurement system called Iris performs ethical, repeated DNS queries using scanned infrastructure resolvers found with ZMap and validated with…
Talk on
Identifying and Characterizing Sybils in the Tor NetworkUSENIX Security '162016-08-10
Analyzes nine years (~100 GB) of hourly Tor consensuses plus active scans to detect coordinated relays, using a tool called sybilhunter that produces CSVs and…
Talk on
Opening Remarks and AwardsNSDI 20132013-04-02
Conference logistics and decisions: 170 submissions receive at least three reviews, about half get a second round, 64 papers are discussed and 38 papers…
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