Essays about: "NSL-KDD"

Found 1 essay containing the word NSL-KDD.

  1. 1. Data Mining for Network Intrusion Detection : A comparison of data mining algorithms and an analysis of relevant features for detecting cyber-attacks

    University essay from Mittuniversitetet/Avdelningen för informations- och kommunikationssystem

    Author : Rebecca Petersen; [2015]
    Keywords : Data mining; machine learning; cyber-attack; NSL-KDD; fea-tures; DoS; Probing; R2L; U2R.;

    Abstract : Data mining can be defined as the extraction of implicit, previously un-known, and potentially useful information from data. Numerous re-searchers have been developing security technology and exploring new methods to detect cyber-attacks with the DARPA 1998 dataset for Intrusion Detection and the modified versions of this dataset KDDCup99 and NSL-KDD, but until now no one have examined the performance of the Top 10 data mining algorithms selected by experts in data mining. READ MORE