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Hybrid Intrusion Detection with Weighted Signature Generation over Anomalous Internet
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Hybrid Intrusion Detection with Weighted Signature Generation over Anomalous Internet Episodes(HIDS)

Abstract: This paper reports the design principles and evaluation results of a new experimental hybrid intrusion detection system (HIDS). This hybrid system combines the advantages of low false-positive rate of signature-based intrusion detection system (IDS) and the ability of anomaly detection system (ADS) to detect novel unknown attacks. By mining anomalous traffic episodes from Internet connections, we build an ADS that detects anomalies beyond the capabilities of signature-based SNORT or Bro systems. A weighted signature generation scheme is developed to integrate ADS with SNORT by extracting signatures from anomalies detected. HIDS extracts signatures from the output of ADS and adds them into the SNORT signature database for fast and accurate intrusion detection. By testing our HIDS scheme over real-life Internet trace data mixed with 10 days of Massachusetts Institute of Technology/ Lincoln Laboratory (MIT/LL) attack data set, our experimental results show a 60 percent detection rate of the HIDS, compared with 30 percent and 22 percent in using the SNORT and Bro systems, respectively. This sharp increase in detection rate is obtained with less than 3 percent false alarms. The signatures generated by ADS upgrade the SNORT performance by 33 percent. The HIDS approach proves the vitality of detecting intrusions and anomalies, simultaneously, by automated data mining and signature generation over Internet connection episodes.

Technology to use:2007/J2EE
Post: #2
hello sir cn i have the full report of this project.....and while am implementing this project am getting pls help me out to rectify those errors.Sad
Post: #3
pls i need hybrid intrusion detection with weighted signature project full report at the earliest.....
Post: #4
to get information about the topic Hybrid Intrusion Detection with Weighted Signature Generation over full report ppt and related topic refer the link bellow
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hello can i have the full report of this project
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hello can i have seminar report on this topic

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