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ACSAC
1999
IEEE
15 years 11 months ago
An Application of Machine Learning to Network Intrusion Detection
Differentiating anomalous network activity from normal network traffic is difficult and tedious. A human analyst must search through vast amounts of data to find anomalous sequenc...
Chris Sinclair, Lyn Pierce, Sara Matzner
COMPSAC
2006
IEEE
15 years 10 months ago
A Service-Oriented Design Framework for Secure Network Applications
Abstract---Service Oriented Architecture (SOA) is an architectural style to reuse and integrate existing systems for designing new applications. Each application is designed in an ...
Hiroshi Wada, Junichi Suzuki, Katsuya Oba
SIROCCO
2010
15 years 8 months ago
Event Extent Estimation
This paper studies local-control strategies to estimate the size of a certain event affecting an arbitrary connected subset of nodes in a network. For example, our algorithms allow...
Marcin Bienkowski, Leszek Gasieniec, Marek Klonows...
DIMVA
2009
15 years 8 months ago
Browser Fingerprinting from Coarse Traffic Summaries: Techniques and Implications
We demonstrate that the browser implementation used at a host can be passively identified with significant precision and recall, using only coarse summaries of web traffic to and f...
Ting-Fang Yen, Xin Huang, Fabian Monrose, Michael ...
FCS
2009
15 years 4 months ago
Spectral Analysis of Attractors in Random Boolean Network Models
Circuits and loops in graph systems can be used to model the attractors in gene-regulatory networks. The number of such attractors grows very rapidly with network size and even fo...
Kenneth A. Hawick