Robin Sommer
Computer Networks and Communications · 2003–2010
A researcher in the Science corpus: 3 papers; trusts 10 researchers and is trusted by 17 researchers here, as inferred from the citation graph.
Subfields
- Computer Networks and Communications — 22 citations into it; #1,751 of 9,886 by trust here, #1,864 by citations
- Artificial Intelligence — 18 citations into it; #9,054 of 35,345 by trust here, #12,083 by citations
- Signal Processing — 9 citations into it
Whom Robin Sommer trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Franz Joseph Och
- Ian H. Witten
- Arvind Narayanan
- Varun Chandola
- Guofei Gu
- Cyril Allauzen
- John McHugh
- Wenke Lee
- Hermann Ney
- Vitaly Shmatikov
Who trusts Robin Sommer overall
- Yuxi Li
- Bo Li
- Charles Smutz
- Nicholas Carlini
- Yevgeniy Vorobeychik
- Dan Hendrycks
- Ali Shiravi
- Kamran Shaukat
- Alfredo Buttari
- Sankardas Roy
Papers from Robin Sommer's perspective
Ordered by how strongly the researchers Robin Sommer trusts endorse each paper. Same corpus, a different order for every researcher.
- Information-theoretic measures for anomaly detection (Proceedings 2001 IEEE Symposium on Security and Privacy. S&P 2001)
- BotHunter: Detecting Malware Infection Through IDS-Driven Dialog Correlation (USENIX Security Symposium)
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Pattern classification, 2nd Edition
- Evading network anomaly detection systems: formal reasoning and practical techniques
- Network Intrusion Detection: Evasion, Traffic Normalization, and End-to-End Protocol Semantics (USENIX Security Symposium)
- "Why 6?" Defining the operational limits of stide, an anomaly-based intrusion detector
- Anomaly detection: A survey
- Robust De-anonymization of Large Sparse Datasets
Their papers
- Outside the Closed World: On Using Machine Learning for Network Intrusion Detection (2010) — 2,002 citations
- An architecture for exploiting multi-core processors to parallelize network intrusion prevention (2007) — 431 citations
- Enhancing byte-level network intrusion detection signatures with context (2003) — 305 citations