Adaptive Intrusion Detection Based on Machine Learning: Feature Extraction, Classifier Construction and Sequential Pattern Prediction
White Papers In this paper, a general framework of adaptive intrusion detection based on machine learning is presented. In recent years, intrusion detection has emerged as an important technique for network security.
[October 14, 2008, 1:01]
An Enhanced Support Vector Machine Model for Intrusion Detection
White Papers Design and implementation of intrusion detection systems remain an important research issue in order to maintain proper net-work security. Support Vector Machines (SVM) as a classical pattern recognition tool has been widely used for intrusion...
[June 19, 2008, 1:01]
Selecting Features for Intrusion Detection: A Feature Relevance Analysis on KDD 99 Intrusion Detection Datasets
White Papers Numerous researchers employed the datasets in KDD 99 intrusion detection competition to study the utilization of machine learning for intrusion detection and reported detection rates up to 91% with false positive rates less than 1%.
[June 19, 2008, 1:01]
Virtual Laboratory Intrusion Detection Experience for Information Systems Professionals
White Papers This paper describes how to design and implement an intrusion detection module that may be implemented in various courses taught in an information system curriculum and covers the industry-standard Snort Open Source Intrusion Detection System (IDS).
[April 1, 2007, 1:00]
You've been hacked: Now prevent future attacks
News Intrusion-detection software That's where intrusion detection comes in. An intrusion-detection system (IDS) constantly watches your network and alerts you or takes other actions when an intruder is detected.
[June 3, 2003, 9:16]
Network-Based Intrusion Detection Using Adaboost Algorithm
White Papers This paper builds a network-based intrusion detection system using Adaboost, a prevailing machine learning algorithm. Intrusion detection on the internet is a heated research field in computer science, where much work has been done during the past...
[June 24, 2009, 16:02]
Application of SVM and ANN for Intrusion Detection
White Papers The popularization of shared networks and Internet usage demands increases attention on information system security, particularly on intrusion detection. The data used in experiments are BSM audit data from the DARPA 1998 Intrusion Detection...
[June 24, 2009, 16:02]
Toward Cost-Sensitive Modeling for Intrusion Detection and Response
White Papers Intrusion Detection Systems (IDSs) must maximize the realization of security goals while minimizing costs. This paper studies the problem of building cost-sensitive intrusion detection models. Cost models to formulate the total expected cost of an...
[June 19, 2008, 1:01]
IDEAS: Intrusion Detection Based on Emotional Ants for Sensors
White Papers The IDEAS technique could work in conjunction with the conventional machine learning based intrusion detection techniques to secure the sensor networks. Popular ways to secure a sensor network are by including cryptographic techniques or by...
[June 30, 2008, 1:21]
An Investigation of a Compromised Host on a Honeynet Being Used to Increase the Security of a Large Enterprise Network
White Papers The deployment of firewalls and intrusion detection systems has not slowed the growth of intrusions to an acceptable rate. Investigating the compromise of a production machine is both difficult and time-consuming due to the mixing of attack and...
[June 14, 2006, 0:00]
HyperSpector: Virtual Distributed Monitoring Environments for Secure Intrusion Detection
White Papers In this paper, a virtual distributed monitoring environment called HyperSpector is described that achieves secure intrusion detection in distributed computer systems. While multiple Intrusion Detection Systems (IDSes) can protect a distributed...
[June 24, 2009, 16:02]
Worm spread shows hole in patch system
News Security firm Symantec offered a more conservative number, based on its intrusion detection network. Intrusion detection systems have spotted PCs that the worm compromised on the networks of most major consumer Internet providers, including America...
[August 13, 2003, 9:35]
ADSL and the opportunistic hackers
News There are a number of solutions that individual Internet users could employ to try to prevent this sort of attack: anti-virus software, personal firewalls and even up-to-the-minute personal intrusion detection software.
[May 8, 2000, 16:32]
Researchers demo 'easy' Windows-based ATM hack
News It says the most effective way to protect from these new threats is to use a multifunction device with routing, firewall, intrusion detection system/intrusion prevention system and VPN capabilities, positioned in front of, and protecting, the ATM...
[March 5, 2008, 8:56]
Viruses cause most security breaches
News Each discipline — updating antivirus software, installing patches, installing intrusion-prevention or intrusion-detection systems — each contributed to the likelihood of reducing infections, but none of them alone eliminated the risk.
[February 28, 2006, 16:55]
Intel shows half-size server motherboard
News Customers use single-processor servers on the edge of corporate networks, handling tasks such as intrusion detection or hosting Web sites or application servers. That size means two of the motherboards can fit inside a single rack-mounted machine...
[September 28, 2006, 10:10]
Surveillance or dead lock?
News Intrusion prevention is an outgrowth of intrusion detection, and intrusion prevention products offer different functionality from intrusion detection products. Leading vendors in the intrusion detection market include Cisco, ISS, and NFR.
[August 20, 2002, 20:19]
Comdex: Linux not just for nerds anymore
News We're thinking of using it as a Web server or for intrusion detection," he said. Plus, he said, he hates the "blue screen of death" that appears when Windows NT conflicts with software that's already on a machine.
[November 18, 1998, 6:24]
MSBlast still spreading strongly
News The latest data from security company Symantec, which uses a large intrusion-detection network to record the Internet addresses of infected Windows PCs and servers, estimates that 380,000 addresses have become home to infected computers since...
[August 18, 2003, 8:40]
