{"title":"Empirical Characterization of the Likelihood of Vulnerability Discovery","authors":"Carl Wilhjelm, Kotadiya Taslima, Awad A. Younis","doi":"10.23940/ijpe.20.07.p3.10081018","DOIUrl":"https://doi.org/10.23940/ijpe.20.07.p3.10081018","url":null,"abstract":"Assessing the risk of the likelihood of a vulnerability discovery is very important for decision-makers to prioritize which vulnerability should be investigated and fixed first. Currently, the likelihood of vulnerability discovery is being assessed based on expert opinion which could potentially hinder its accuracy. In this study, we propose using Time to Vulnerability Disclosure (TTVD) as a proxy for assessing the likelihood of vulnerability discovery. We will then empirically explore characterizing TTVD using intrinsic vulnerability attributes including CVSS Base metrics and vulnerabilities types. We examine 799 reported vulnerabilities of Chrome and 156 vulnerabilities of the Apache HTTP server. The results show that TTVD correlated at a statistically significant level to some of the intrinsic attributes, namely, access complexity metric, confidentiality, and integrity metrics, and the vulnerabilities' types. Our results from machine learning analysis also show ranges of TTVD values are associated with specific combined values of the metrics under consideration.","PeriodicalId":262007,"journal":{"name":"Int. J. Perform. Eng.","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124901645","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Reliability Prediction for Factory Casualty using Grey System Theory","authors":"L. Zhiguo, Haonan Bo, Wengang Yan","doi":"10.23940/ijpe.20.06.p5.866874","DOIUrl":"https://doi.org/10.23940/ijpe.20.06.p5.866874","url":null,"abstract":"","PeriodicalId":262007,"journal":{"name":"Int. J. Perform. Eng.","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116894032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Design of Machine Learning Model for Urban Planning and Management Improvement","authors":"Jiafeng Zhou, L. Tian, Zou Lin","doi":"10.23940/ijpe.20.06.p14.958967","DOIUrl":"https://doi.org/10.23940/ijpe.20.06.p14.958967","url":null,"abstract":"","PeriodicalId":262007,"journal":{"name":"Int. J. Perform. Eng.","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127442533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Joint Optimization of Reliability Design and Level of Repair Analysis Considering Time Dependent Failure Rate of Fleet System","authors":"M. Rawat, B. K. Lad","doi":"10.23940/ijpe.20.06.p1.821833","DOIUrl":"https://doi.org/10.23940/ijpe.20.06.p1.821833","url":null,"abstract":"","PeriodicalId":262007,"journal":{"name":"Int. J. Perform. Eng.","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121431075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Contact Fatigue Reliability Analysis of Rolling Bearing based on Elastohydrodynamic Lubrication","authors":"Chu-Ho Lu, Shaojun Liu","doi":"10.23940/ijpe.20.06.p4.855865","DOIUrl":"https://doi.org/10.23940/ijpe.20.06.p4.855865","url":null,"abstract":"","PeriodicalId":262007,"journal":{"name":"Int. J. Perform. Eng.","volume":"353 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124471140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Electromagnetic Signal Feature Fusion and Recognition based on Multi-Modal Deep Learning","authors":"Changbo Hou, X. Zhang, Xiang Chen","doi":"10.23940/ijpe.20.06.p12.941949","DOIUrl":"https://doi.org/10.23940/ijpe.20.06.p12.941949","url":null,"abstract":"","PeriodicalId":262007,"journal":{"name":"Int. J. Perform. Eng.","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130453201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evaluation of Text Semantic Features using Latent Dirichlet Allocation Model","authors":"Chunjie Zhou, Nao Li, Chi Zhang, Xiaoyu Yang","doi":"10.23940/ijpe.20.06.p15.968978","DOIUrl":"https://doi.org/10.23940/ijpe.20.06.p15.968978","url":null,"abstract":"","PeriodicalId":262007,"journal":{"name":"Int. J. Perform. Eng.","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125279920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}