Presentation 2006-07-20
Intrusion Detection for Encrypted Web Traffic
Akira YAMADA, Yutaka MIYAKE, Keisuke TAKEMORI,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) The threat of attacks on web applications, such as SQL injection and cross site scripting, remains a serious problem. Though a Web Application Firewall (WAF) and an Intrusion Detection System (IDS) are part of the solution, they are ineffective for encrypted traffic. These approaches need to check the contents of traffic to detect malicious activities. So we propose a new intrusion detection system for SSL encrypted web accesses. The proposed system distinguishes encrypted pages by temporal ID, extracts certain features related to attacks, and estimates the probability of attacks. Employing sequential analysis, the proposed system can identify web access pages without preparations in advance, and extracts the features with less memory and calculation. We evaluate the accuracy of the distinction and false positive/negative rate using actual traffic of a web site and DARPA IDS evaluation data.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Intrusion Detection System / Web Aplication Firewall / Anomaly Detection / Encrypted Traffic / SSL/TLS
Paper # ISEC2006-32,SITE2006-29
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Conference Information
Committee SITE
Conference Date 2006/7/13(1days)
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Paper Information
Registration To Social Implications of Technology and Information Ethics (SITE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Intrusion Detection for Encrypted Web Traffic
Sub Title (in English)
Keyword(1) Intrusion Detection System
Keyword(2) Web Aplication Firewall
Keyword(3) Anomaly Detection
Keyword(4) Encrypted Traffic
Keyword(5) SSL/TLS
1st Author's Name Akira YAMADA
1st Author's Affiliation KDDI R&D Laboratories Inc.()
2nd Author's Name Yutaka MIYAKE
2nd Author's Affiliation KDDI R&D Laboratories Inc.
3rd Author's Name Keisuke TAKEMORI
3rd Author's Affiliation KDDI R&D Laboratories Inc.
Date 2006-07-20
Paper # ISEC2006-32,SITE2006-29
Volume (vol) vol.106
Number (no) 174
Page pp.pp.-
#Pages 7
Date of Issue