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» Intrusion Detection Using Cost-Sensitive Classification
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ICANN
2005
Springer
14 years 1 months ago
Detecting Compounded Anomalous SNMP Situations Using Cooperative Unsupervised Pattern Recognition
This research employs unsupervised pattern recognition to approach the thorny issue of detecting anomalous network behavior. It applies a connectionist model to identify user behav...
Emilio Corchado, Álvaro Herrero, José...
CCN
2006
278views Communications» more  CCN 2006»
13 years 9 months ago
Detecting rogue devices in bluetooth networks using radio frequency fingerprinting
Unauthorized Bluetooth devices or rogue devices can impersonate legitimate devices through address and link key spoofing. Moreover, they can infiltrate a Bluetooth network and ini...
Jeyanthi Hall, Michel Barbeau, Evangelos Kranakis
TEC
2002
89views more  TEC 2002»
13 years 7 months ago
An immunity-based technique to characterize intrusions in computer networks
Abstract--This paper presents a technique inspired by the negative selection mechanism of the immune system that can detect foreign patterns in the complement (nonself) space. In p...
Fabio A. González, Dipankar Dasgupta
RAID
1999
Springer
14 years 19 hour ago
Anomaly Intrusion Detection Systems: Handling Temporal Relations Between Events
Lately, many approaches have been developed to discover computer abuse. Some of them use data mining techniques to discover anomalous behavior in audit trail, considering this beh...
Alexandr Seleznyov, Seppo Puuronen
CHI
2007
ACM
13 years 11 months ago
Command line or pretty lines?: comparing textual and visual interfaces for intrusion detection
Intrusion detection (ID) is one of network security engineers' most important tasks. Textual (command-line) and visual interfaces are two common modalities used to support en...
Ramona Su Thompson, Esa M. Rantanen, William Yurci...