{"product_id":"artificial-intelligence-tools-for-cyber-eric-nunes-9783319737874","title":"Artificial Intelligence Tools for Cyber Attribution","description":"\u003cp\u003eThis SpringerBrief discusses how to develop intelligent systems for cyber attribution regarding cyber-attacks. Specifically, the authors review the multiple facets of the cyber attribution problem that make it difficult for \"out-of-the-box\" artificial intelligence and machine learning techniques to handle.\u003c\/p\u003e \u003cp\u003e Attributing a cyber-operation through the use of multiple pieces of technical evidence (i.e., malware reverse-engineering and source tracking) and conventional intelligence sources (i.e., human or signals intelligence) is a difficult problem not only due to the effort required to obtain evidence, but the ease with which an adversary can plant false evidence.\u003c\/p\u003e \u003cp\u003eThis SpringerBrief not only lays out the theoretical foundations for how to handle the unique aspects of cyber attribution - and how to update models used for this purpose - but it also describes a series of empirical results, as well as compares results of specially-designed frameworks for cyber attribution to standard machine learning approaches.\u003c\/p\u003e \u003cp\u003e Cyber attribution is not only a challenging problem, but there are also problems in performing such research, particularly in obtaining relevant data. This SpringerBrief describes how to use capture-the-flag for such research, and describes issues from organizing such data to running your own capture-the-flag specifically designed for cyber attribution. Datasets and software are also available on the companion website.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Eric Nunes,Paulo Shakarian,Gerardo I. Simari\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3319737872\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319737874\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/27\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 91\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.33lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.21d","brand":"Eric Nunes","offers":[{"title":"Paperback","offer_id":47424552173823,"sku":"9783319737874","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_0802f519-0bd4-4c59-89a5-a72197896c20.jpg?v=1761530986","url":"https:\/\/www.whiterainbookhouse.com\/products\/artificial-intelligence-tools-for-cyber-eric-nunes-9783319737874","provider":"WR Book House","version":"1.0","type":"link"}