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Towards an Improved Understanding of Software Vulnerability Assessment Using Data-Driven Approaches. (arXiv:2207.11708v2 [cs.SE] UPDATED)
cs.CR updates on arXiv.org arxiv.org
The thesis advances the field of software security by providing knowledge and
automation support for software vulnerability assessment using data-driven
approaches. Software vulnerability assessment provides important and
multifaceted information to prevent and mitigate dangerous cyber-attacks in the
wild. The key contributions include a systematisation of knowledge, along with
a suite of novel data-driven techniques and practical recommendations for
researchers and practitioners in the area. The thesis results help improve the
understanding and inform the practice of assessing ever-increasing
vulnerabilities in …
assessment data software software vulnerability vulnerability vulnerability assessment