By Mehedy Masud,Latifur Khan,Bhavani Thuraisingham
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.
Read or Download Data Mining Tools for Malware Detection PDF
Similar data mining books
This professional compilation supplies a set of winning database advertising methodologies for giant facts. It bargains ideas to universal difficulties within the database advertising and marketing undefined, targeting the wishes of knowledge analysts and information miners. The quantitative options defined marry conventional statistical methodologies with new laptop studying tools.
Grasp Oracle enterprise Intelligence 11g experiences and Dashboards convey significant company details to clients every time, at any place, on any machine, utilizing Oracle company Intelligence 11g. Written through Oracle ACE Director Mark Rittman, Oracle enterprise Intelligence 11g builders consultant totally covers the most recent BI record layout and distribution recommendations.
Even if clients tend to settle for the strategies supplied by means of a recommender procedure is of maximum value to approach designers and the agents who enforce them. through conceptualizing the recommendation looking and giving courting as a essentially social procedure, vital avenues for figuring out the persuasiveness of recommender platforms open up.
This paintings offers an cutting edge examine using open info for extracting info to observe and forestall crime, and in addition explores the hyperlink among terrorism and arranged crime. In counter-terrorism and other kinds of crime prevention, foresight approximately power threats is very important and this knowledge is more and more on hand through digital info assets akin to social media communications.
Additional resources for Data Mining Tools for Malware Detection
Data Mining Tools for Malware Detection by Mehedy Masud,Latifur Khan,Bhavani Thuraisingham