NDLI: Real-time distributed malicious traffic monitoring for honeypots and network telescopes

Content Provider	IEEE Xplore Digital Library
Author	Hunter, S.O. Irwin, B. Stalmans, E.
Copyright Year	2013
Description	Author affiliation: Dept. Comput. Sci., Rhodes Univ., Grahamstown, South Africa (Irwin, B.) \|\| SensePost, Tshwane, South Africa (Hunter, S.O.; Stalmans, E.)
Abstract	Network telescopes and honeypots have been used with great success to record malicious network traffic for analysis, however, this is often done off-line well after the traffic was observed. This has left us with only a cursory understanding of malicious hosts and no knowledge of the software they run, uptime or other malicious activity they may have participated in. This work covers a messaging framework (rDSN) that was developed to allow for the real-time analysis of malicious traffic. This data was captured from multiple, distributed honeypots and network telescopes. Data was collected over a period of two months from these data sensors. Using this data new techniques for malicious host analysis and re-identification in dynamic IP address space were explored. An Automated Reconnaissance (AR) Framework was developed to aid the process of data collection, this framework was responsible for gathering information from malicious hosts through both passive and active fingerprinting techniques. From the analysis of this data; correlations between malicious hosts were identified based on characteristics such as Operating System, targeted service, location and services running on the malicious hosts. An initial investigation in Latency Based Multilateration (LBM), a novel technique to assist in host re-identification was tested and proved successful as a supporting metric for host re-identification.
Starting Page	1
Ending Page	9
File Size	1666792
Page Count	9
File Format	PDF
ISBN	9781479908080
DOI	10.1109/ISSA.2013.6641050
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-08-14
Publisher Place	South Africa
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Base stations Situational awareness Remote fingerprinting Telescopes Real-time systems Internet Sensors IP networks Data mining Grippers Monitoring
Content Type	Text
Resource Type	Article

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