By Mehedy Masud
Although using info mining for safeguard and malware detection is instantly at the upward thrust, so much books at the topic supply high-level theoretical discussions to the close to exclusion of the sensible points. Breaking the mildew, Data Mining instruments for Malware Detection offers a step by step breakdown of ways to enhance info mining instruments for malware detection. Integrating concept with functional recommendations and experimental effects, it makes a speciality of malware detection functions for e-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 facts mining, a scalable multi-level characteristic extraction strategy to observe malicious executables, detecting distant exploits utilizing facts mining, and flow-based identity of botnet site visitors by means of mining a number of log records. for every of those instruments, they element the procedure structure, algorithms, functionality effects, and boundaries.
- Discusses information mining for rising functions, 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 info administration, safe platforms, and the semantic web
- Describes the authors’ instruments for move information mining
From algorithms to experimental effects, this is often one of many few books that might be both beneficial to these in undefined, govt, and academia. it's going to support technologists make a decision which instruments to pick for particular purposes, managers will easy methods to confirm even if to continue with an information mining undertaking, and builders will locate leading edge substitute designs for a number applications.
Read Online or Download Data Mining Tools for Malware Detection PDF
Similar Data Mining books
Enforce a powerful BI resolution with Microsoft SQL Server 2012 Equip your company for knowledgeable, well timed choice making utilizing the specialist counsel and top practices during this functional advisor. offering company Intelligence with Microsoft SQL Server 2012, 3rd version explains the way to successfully enhance, customise, and distribute significant info to clients enterprise-wide.
Grasp Oracle company Intelligence 11g studies and Dashboards carry significant company info to clients each time, at any place, on any gadget, utilizing Oracle enterprise Intelligence 11g. Written by means of Oracle ACE Director Mark Rittman, Oracle company Intelligence 11g builders consultant absolutely covers the most recent BI document layout and distribution thoughts.
Revised to hide new advances in company intelligence―big information, cloud, cellular, and more―this absolutely up-to-date bestseller finds the newest ideas to take advantage of BI for the top ROI. “Cindi has created, together with her ordinary recognition to information that topic, a latest forward-looking advisor that organisations may well use to judge latest or create a origin for evolving company intelligence / analytics courses.
The expanding quantity of information in sleek company and technological know-how demands extra complicated and complex instruments. even though advances in information mining know-how have made huge info assortment a lot more uncomplicated, itâs nonetheless consistently evolving and there's a consistent want for brand spanking new concepts and instruments which may aid us remodel this information into necessary info and information.
Extra resources for Data Mining Tools for Malware Detection