Sciweavers

322 search results - page 3 / 65
» A System for in-Network Anomaly Detection
Sort
View
CRITIS
2009
13 years 5 months ago
Cyber-Critical Infrastructure Protection Using Real-Time Payload-Based Anomaly Detection
Abstract. With an increasing demand of inter-connectivity and protocol standardization modern cyber-critical infrastructures are exposed to a multitude of serious threats that may ...
Patrick Düssel, Christian Gehl, Pavel Laskov,...
USS
2008
13 years 9 months ago
FLAME: A Flow-Level Anomaly Modeling Engine
There are several remaining open questions in the area of flow-based anomaly detection, e.g., how to do meaningful evaluations of anomaly detection mechanisms; how to get conclusi...
Daniela Brauckhoff, Arno Wagner, Martin May
INFOCOM
2011
IEEE
12 years 11 months ago
A comparative study of two network-based anomaly detection methods
—Modern networks are complex and hence, network operators often rely on automation to assist in assuring the security, availability, and performance of these networks. At the cor...
Kaustubh Nyalkalkar, Sushant Sinha, Michael Bailey...
WSDM
2012
ACM
245views Data Mining» more  WSDM 2012»
12 years 3 months ago
The early bird gets the buzz: detecting anomalies and emerging trends in information networks
In this work we propose a novel approach to anomaly detection in streaming communication data. We first build a stochastic model for the system based on temporal communication pa...
Brian Thompson
PAKDD
2005
ACM
133views Data Mining» more  PAKDD 2005»
14 years 28 days ago
An Anomaly Detection Method for Spacecraft Using Relevance Vector Learning
This paper proposes a novel anomaly detection system for spacecrafts based on data mining techniques. It constructs a nonlinear probabilistic model w.r.t. behavior of a spacecraft ...
Ryohei Fujimaki, Takehisa Yairi, Kazuo Machida