Data Mining

Data Mining Tools for Malware Detection by Mehedy Masud,Latifur Khan,Bhavani Thuraisingham PDF

By Mehedy Masud,Latifur Khan,Bhavani Thuraisingham

ISBN-10: 1439854548

ISBN-13: 9781439854549

Although using facts mining for protection and malware detection is instantly at the upward thrust, such a lot books at the topic supply high-level theoretical discussions to the close to exclusion of the sensible elements. Breaking the mould, Data Mining instruments for Malware Detection offers a step by step breakdown of the way to enhance info mining instruments for malware detection. Integrating concept with functional recommendations and experimental effects, it specializes in malware detection functions for electronic mail worms, malicious code, distant exploits, and botnets.

The authors describe the platforms they've got designed and constructed: e mail malicious program detection utilizing information mining, a scalable multi-level characteristic extraction strategy to realize malicious executables, detecting distant exploits utilizing info mining, and flow-based identity of botnet site visitors via mining a number of log documents. for every of those instruments, they aspect the approach structure, algorithms, functionality effects, and boundaries.

  • Discusses info mining for rising purposes, together with adaptable malware detection, insider possibility detection, firewall coverage research, and real-time information mining

  • Includes 4 appendices that offer an organization origin in information administration, safe platforms, and the semantic web

  • Describes the authors’ instruments for circulation information mining

From algorithms to experimental effects, this can be one of many few books that would be both helpful to these in undefined, govt, and academia. it is going to support technologists come to a decision which instruments to choose for particular functions, managers will the way to ascertain even if to continue with an information mining venture, and builders will locate leading edge substitute designs for a number of applications.

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Data Mining Tools for Malware Detection by Mehedy Masud,Latifur Khan,Bhavani Thuraisingham

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