2015 August 2015,. More, most of the attacks on computer systems are due to the presence of vulnerabilities in software. Downloads (12 Months 47, downloads (6 Weeks 4, published in: Proceeding. Malaiya, and Indrajit Ray, Using attack surface entry points and reachability analysis to assess the risk of software vulnerability exploitability, Proceedings of the 15th ieee International Symposium on High-Assurance Systems Engineering (hase 2014 January 2014,.18. Malaiya, and Indrajit Ray, Evaluating cvss base score using vulnerability rewards programs, Proceedings of the 31st International Conference on Systems Security and Privacy Protection (ifip SEC 2016 May-June 2016,. Malaiya, Charles Anderson, and Indrajit Ray, To fear or not to fear that is the question: code characteristics of a vulnerable function with an existing exploit, Proceedings of the Sixth ACM Conference on Data and Application Security and Privacy (codaspy 16 March 2016,. Malaiya, Modeling learningless vulnerability discovery using a folded distribution, Proceedings of the 2011 International Conference on Security and Management (SAM 11 July 2011,. Recent trends show that number of newly discovered vulnerabilities still continue to be significant.
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Next, we propose using the suggested metric as feature to construct a model using machine learning techniques for automatically predicting the risk of vulnerability exploitation. Younis and Yashwant. Several methods have recently writing a strong essay conclusion been proposed in the literature to deal with this challenge. Malaiya, and Indrajit Ray, Assessing vulnerability exploitability risk using software properties, Software Quality Journal, vol. ACM, new York, NY, USA 2016 table of contents, iSBN: doi.1145/2857705.2857750).