By Mehedy Masud,Latifur Khan,Bhavani Thuraisingham
Although using information mining for protection and malware detection is readily at the upward thrust, so much books at the topic offer 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 boost info mining instruments for malware detection. Integrating idea with sensible options and experimental effects, it makes a speciality of 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 bug detection utilizing information mining, a scalable multi-level characteristic extraction strategy to notice malicious executables, detecting distant exploits utilizing information mining, and flow-based identity of botnet site visitors by means of mining a number of log documents. for every of those instruments, they aspect the method structure, algorithms, functionality effects, and obstacles.
- Discusses facts mining for rising functions, together with adaptable malware detection, insider risk detection, firewall coverage research, and real-time information mining
- Includes 4 appendices that offer a company starting place in info administration, safe platforms, and the semantic web
- Describes the authors’ instruments for circulate info mining
From algorithms to experimental effects, this can be one of many few books that might be both precious to these in undefined, govt, and academia. it is going to aid technologists come to a decision which instruments to choose for particular purposes, managers will methods to confirm even if to continue with an information mining venture, and builders will locate leading edge replacement designs for quite a number applications.
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