| Publisher | City College of The City University of New York | ||
|---|---|---|---|
| Format | 149.9KB PDF | Date added | 01 Jun 2001 |
| Topics | Network Security, Security Tools, Intrusion Detection Systems | ||
| Downloads | 60 | ||
This paper introduces the Hierarchical Intrusion DEtection (HIDE) system, which detects network-based attacks as anomalies using statistical preprocessing and neural network classification. The paper describe the system architecture and the statistical preprocessing technique and components. Five different types of neural network classifiers are tested those are Perceptron, BackPropagation (BP), Perceptron-BackOropagation-hybrid (PBH), Fuzzy ARTMAP, and Radial-based Function. The results indicate that BP and PBH provide more efficient classification for the data than the alternatives. The authors also stress-tested the entire system, which showed that HIDE can reliably detect UDP flooding attacks with attack intensity as low as five to ten percent of background traffic.
Did you find this white paper useful?
13 out of 26 users found this white paper useful
Related white papers
MessageLabs Intelligence : 2009 security Predictions
Having analyzed the global threat landscape for almost a decade, MessageLabs Team Skeptic™ is comprised of many world-renowned malware and spam experts who have a global view of threats across...
IDC Vendor Spotlight
Organised ubiquity is a must for organisations to sucessfully "project" their users in any given landspace, at any given time, with secuirty policy. This White Paper covers issues surrounding secure...
Web application security: automated scanning versus manual penetration testing.
Research has shown that a vast number of Web sites are vulnerable to Web application attacks and that a great percentage of these attacks occur over the HTTP/S protocols, ports...
Trend Micro Enterprise Security white paper
This white paper reviews the content security threat landscape and how it has evolved into a more dangerous and high risk environment. The paper discussed how conventional content security approaches...
Smart Protection E-Book
"Outthink the Threat: Why conventional protection is no match for new data-stealing malware & the Trend Micro Smart Protection Network is." Discover how cyber criminals are rendering traditional security solutions...
Secure Desktop On-Demand Webcast
The desktop or endpoint is one of the most vulnerable parts of your environment. Threats are everywhere. You have users who love to experiment with device settings (only to wonder...
Smart Protection whitepaper-IDC Analyst
A highly respected senior IDC analyst comments on Trend Micro Smart Protection Network: "Whilst it is a grand vision, IDC believes Trend has done a remarkable job of addressing customer...
