By Marcus A. Maloof (Ed.),Marcus A. Maloof
"Machine studying and information Mining for desktop safety" offers an summary of the present nation of analysis in laptop studying and information mining because it applies to difficulties in computing device protection. This booklet has a robust concentrate on details processing and combines and extends effects from machine safety.
The first a part of the ebook surveys the knowledge assets, the training and mining tools, assessment methodologies, and previous paintings suitable for computing device protection. the second one a part of the booklet contains articles written by means of the pinnacle researchers operating during this sector. those articles bargains with subject matters of host-based intrusion detection throughout the research of audit trails, of command sequences and of procedure calls in addition to community intrusion detection in the course of the research of TCP packets and the detection of malicious executables.
This ebook fills the good want for a e-book that collects and frames paintings on constructing and making use of tools from laptop studying and information mining to difficulties in laptop security.
Read or Download Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing) PDF
Similar application development books
This useful educational walks during the new beneficial properties of the Lotus Notes/Domino eight. five. three suite and files technical beneficial properties in a descriptive means, with examples and worthy screenshots. The e-book additionally discusses most probably difficulties you could face whereas upgrading, and exhibits you ways to get the main out of the interesting new positive factors.
This ebook begins via instructing you the necessities of the Intel Galileo board, its parts, the right way to twine it, and the way to take advantage of it effectively. The booklet will train you the way to take advantage of and mix basic sensors to construct extra complicated hooked up items with assistance from a web connection. you will additionally how to keep watch over and browse out of your sensors by means of construction a few attention-grabbing tasks.
How are you going to layout know-how that turns into part of a user’s lifestyles and never a distraction from it? This useful ebook explores the idea that of calm know-how, a mode for easily taking pictures a user’s recognition simply whilst helpful, whereas frivolously last within the history as a rule. You’ll tips on how to layout items that paintings good, release good, are effortless to help, effortless to take advantage of, and stay unobtrusive.
Key FeaturesLearn the idea and instruments at the back of app improvement utilizing fast three and Xcode 8Build an absolutely featured iOS app, together with a spouse app for the Apple WatchOptimize, debug, and eventually unencumber your app on TestFlight and the App StoreBook DescriptionOver the previous couple of years, we have seen a step forward in cellular computing and the delivery of world-changing cellular apps.
Additional info for Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing)