{"product_id":"machine-learning-techniques-for-characterizing-michael-j-henson-9781288286089","title":"Machine Learning Techniques for Characterizing IEEE 802.11b Encrypted Data Streams","description":"As wireless networks become an increasingly common part of the infrastructure in industrialized nations, the vulnerabilities of this technology need to be evaluated. Even though there have been major advancements in encryption technology, security protocols and packet header obfuscation techniques, other distinguishing characteristics do exist in wireless network traffic. These characteristics include packet size, signal strength, channel utilization and others. Using these characteristics, windows of size 11, 31, and 51 packets are collected and machine learning (ML) techniques are trained to classify applications accessing the 802.11b wireless channel. The four applications used for this study included E-Mail, FTP, HTTP, and Print.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Michael J. Henson\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1288286082\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781288286089\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Biblioscholar\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/12\/2012\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 96\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.41lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.69h x 7.44w x 0.20d","brand":"Michael J. Henson","offers":[{"title":"Paperback","offer_id":47611334164735,"sku":"9781288286089","price":57.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_b5206371-3764-4a4c-9e45-21b9488103d5.jpg?v=1764513223","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-techniques-for-characterizing-michael-j-henson-9781288286089","provider":"WR Book House","version":"1.0","type":"link"}