{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T14:55:59Z","timestamp":1781103359192,"version":"3.54.1"},"reference-count":0,"publisher":"IGI Global Scientific Publishing","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,11,5]]},"abstract":"<p>Assigning developers for highly secured software projects requires identifying developers\u2019 tendency to contribute towards vulnerable software codes called developer-centric security vulnerability to mitigate issues on human resource management, financial and project timelines. There are problems in assessing the previous codebases in evaluating the developer-centric security vulnerability level of each developer. Thus, this paper suggests a method to evaluate this through the techno-behavioral features of their previous projects. Consequently, we present results of an exploratory study of the developer-centric security vulnerability level prediction using a dataset of 1827 developers by logically selecting 13 techno-behavioral features. Our results depict that there is a correlation between techno-behavioral features and developer-centric security vulnerability with 89.46% accuracy. This model enables to predict developer-centric security vulnerability level of any developer if the required techno-behavioral features are available avoiding the analysis of his\/her previous codebases.<\/p>","DOI":"10.4018\/ijisp.2022010103","type":"journal-article","created":{"date-parts":[[2021,10,27]],"date-time":"2021-10-27T16:56:56Z","timestamp":1635353816000},"page":"1-26","source":"Crossref","is-referenced-by-count":0,"title":["Predicting Security-Vulnerable Developers Based on Their Techno-Behavioral Characteristics"],"prefix":"10.4018","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3864-3699","authenticated-orcid":true,"given":"M. D. J. S.","family":"Goonetillake","sequence":"first","affiliation":[{"name":"School of Computing, University of Colombo, Sri Lanka"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rangana","family":"Jayashanka","sequence":"additional","affiliation":[{"name":"School of Computing, University of Colombo, Sri Lanka"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S. V.","family":"Rathnayaka","sequence":"additional","affiliation":[{"name":"School of Computing, University of Colombo, Sri Lanka"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","container-title":["International Journal of Information Security and Privacy"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=284048","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,16]],"date-time":"2023-01-16T16:50:31Z","timestamp":1673887831000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJISP.2022010103"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2021,11,5]]},"references-count":0,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,1]]}},"URL":"https:\/\/doi.org\/10.4018\/ijisp.2022010103","relation":{},"ISSN":["1930-1650","1930-1669"],"issn-type":[{"value":"1930-1650","type":"print"},{"value":"1930-1669","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,11,5]]}}}