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Published byAdrian Morris Modified over 9 years ago
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Volunteer-based Monitoring System Min Gyung Kang KAIST
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Overview Emergence of new security threats Worms and viruses Need for global monitoring infrastructure
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Overview Global Network Monitoring Infrastructure DShield collects firewall logs to generate blacklist of attackers trying to perform port scans DOMINO an architecture for distributed intrusion detection P2P overlay of axis nodes and sets of volunteers DIMES and NETI@home research projects for gathering topology and traffic statistics data of the Internet
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Overview Volunteer-based Monitoring System
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Challenges Luring Participants the most essential and difficult reward for participation Timeliness of Feedback fast propagation speed of malware
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Challenges (cont’d) Scalability load balancing issues: a large number of volunteers input data to servers Robustness of Architecture robust against: External attacks System failure or maintenance downtime
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Challenges (cont’d) Accuracy of Feedback problem of frequent false alarms
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VMS Prototype Agent (v0.1) using raw socket interface on MS.NET collecting flow information (srcIP, srcPort, dstIP, dstPort, procesName, numBytes, numPkts) transmitting log files to the alarm center
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VMS Prototype Alarm Center single deployment providing simple statistics based on volunteers’ flow info
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Future Work Distributed Alarm Center Design Scalability and Robustness P2P overlay vs. pure hierarchy PlanetLab as a Test Bed Agent Improvement simple and robust architecture automatic update
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Future Work Standardization log file format communication protocol
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