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APNOMS
2008
Springer
13 years 6 months ago
Application of Data Mining to Network Intrusion Detection: Classifier Selection Model
As network attacks have increased in number and severity over the past few years, intrusion detection system (IDS) is increasingly becoming a critical component to secure the netwo...
Huy Anh Nguyen, Deokjai Choi
FLAIRS
2007
13 years 6 months ago
Low-Effort Labeling of Network Events for Intrusion Detection in WLANs
A low-effort data mining approach to labeling network event records in a WLAN is proposed. The problem being addressed is often observed in an AI and data mining strategy to netwo...
Taghi M. Khoshgoftaar, Chris Seiffert, Naeem Seliy...
AAAI
2008
13 years 6 months ago
Proactive Intrusion Detection
Machine learning systems are deployed in many adversarial conditions like intrusion detection, where a classifier has to decide whether a sequence of actions come from a legitimat...
Benjamin Liebald, Dan Roth, Neelay Shah, Vivek Sri...
RAID
2000
Springer
13 years 8 months ago
Analysis and Results of the 1999 DARPA Off-Line Intrusion Detection Evaluation
Abstract. Eight sites participated in the second DARPA off-line intrusion detection evaluation in 1999. Three weeks of training and two weeks of test data were generated on a test ...
Richard Lippmann, Joshua W. Haines, David J. Fried...
ACSAC
2001
IEEE
13 years 8 months ago
eXpert-BSM: A Host-Based Intrusion Detection Solution for Sun Solaris
eXpert-BSM is a real time forward-reasoning expert system that analyzes Sun Solaris audit trails. Based on many years of intrusion detection research, eXpert-BSM's knowledge ...
Ulf Lindqvist, Phillip A. Porras
ACSAC
2001
IEEE
13 years 8 months ago
Implementing the Intrusion Detection Exchange Protocol
We describe the goals of the IETF's Intrusion Detection Working Group (IDWG) and the requirements for a transport protocol to communicate among intrusion detection systems. W...
Tim Buchheim, Michael Erlinger, Ben Feinstein, Gre...
ETRICS
2006
13 years 8 months ago
On the Use of Word Networks to Mimicry Attack Detection
Intrusion detection aims at raising an alarm any time the security of an IT system gets compromised. Though highly successful, Intrusion Detection Systems are all susceptible of mi...
Fernando Godínez, Dieter Hutter, Raul Monro...
ETRICS
2006
13 years 8 months ago
Requirements of Information Reductions for Cooperating Intrusion Detection Agents
Abstract. We consider cooperating intrusion detection agents that limit the cooperation information flow with a focus on privacy and confidentiality. Generalizing our previous work...
Ulrich Flegel, Joachim Biskup
FPGA
2004
ACM
163views FPGA» more  FPGA 2004»
13 years 8 months ago
Time and area efficient pattern matching on FPGAs
Pattern matching for network security and intrusion detection demands exceptionally high performance. Much work has been done in this field, and yet there is still significant roo...
Zachary K. Baker, Viktor K. Prasanna
FCCM
2004
IEEE
269views VLSI» more  FCCM 2004»
13 years 8 months ago
FPGA Based Network Intrusion Detection using Content Addressable Memories
In this paper, we introduce a novel architecture for a hardware based network intrusion detection system (NIDS). Current software-based NIDS are too compute intensive and can not ...
Long Bu, John A. Chandy