1. MineNet 2005:
Philadelphia,
Pennsylvania,
USA
Subhabrata Sen, Chuanyi Ji, Debanjan Saha, Joe McCloskey (Eds.):
Proceedings of the 1st Annual ACM Workshop on Mining Network Data, MineNet 2005, Philadelphia, Pennsylvania, USA, August 26, 2005.
ACM 2005, ISBN 1-59593-026-4 
Security and network problem determination
- Keisuke Ishibashi, Tsuyoshi Toyono, Katsuyasu Toyama, Masahiro Ishino, Haruhiko Ohshima, Ichiro Mizukoshi:
Detecting mass-mailing worm infected hosts by mining DNS traffic data.
159-164
- Vijay Karamcheti, Davi Geiger, Zvi M. Kedem, S. Muthukrishnan:
Detecting malicious network traffic using inverse distributions of packet contents.
165-170
- Warren Harrop, Grenville J. Armitage:
Greynets: a definition and evaluation of sparsely populated darknets.
171-172
- Srikanth Kandula, Dina Katabi, Jean-Philippe Vasseur:
Shrink: a tool for failure diagnosis in IP networks.
173-178
- Ann Devitt, Joseph Duffin, Robert Moloney:
Topographical proximity for mining network alarm data.
179-184
Traffic analysis and infrastructure monitoring
- Alefiya Hussain, Genevieve Bartlett, Yuri Pryadkin, John S. Heidemann, Christos Papadopoulos, Joseph A. Bannister:
Experiences with a continuous network tracing infrastructure.
185-190
- Neal Patwari, Alfred O. Hero III, Adam Pacholski:
Manifold learning visualization of network traffic data.
191-196
- Patrick Haffner, Subhabrata Sen, Oliver Spatscheck, Dongmei Wang:
ACAS: automated construction of application signatures.
197-202
- Richard Mortier, Rebecca Isaacs, Paul Barham:
Anemone: using end-systems as a rich network management platform.
203-204
- Min Cai, Jianping Pan, Yu-Kwong Kwok, Kai Hwang:
Fast and accurate traffic matrix measurement using adaptive cardinality counting.
205-206
Routing & configuration management
- Kuai Xu, Jaideep Chandrashekar, Zhi-Li Zhang:
A first step toward understanding inter-domain routing dynamics.
207-212
- Beichuan Zhang, Vamsi Kambhampati, Mohit Lad, Daniel Massey, Lixia Zhang:
Identifying BGP routing table transfers.
213-218
- Jian Zhang, Jennifer Rexford, Joan Feigenbaum:
Learning-based anomaly detection in BGP updates.
219-220
- Khalid El-Arini, Kevin S. Killourhy:
Bayesian detection of router configuration anomalies.
221-222
- Sung-eok Jeon, Chuanyi Ji:
Role of machine learning in configuration management of ad hoc wireless networks.
223-224
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