{"id":"https://openalex.org/W2911255072","doi":"https://doi.org/10.1109/bigdata.2018.8622299","title":"Analyzing Evolving Trends of Vulnerabilities in National Vulnerability Database","display_name":"Analyzing Evolving Trends of Vulnerabilities in National Vulnerability Database","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2911255072","doi":"https://doi.org/10.1109/bigdata.2018.8622299","mag":"2911255072"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2018.8622299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622299","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077544830","display_name":"Mark A. Williams","orcid":"https://orcid.org/0000-0001-7614-7058"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mark A. Williams","raw_affiliation_strings":["Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021703904","display_name":"Sumi Dey","orcid":null},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sumi Dey","raw_affiliation_strings":["Department of Computational Science, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computational Science, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018076593","display_name":"Roberto Camacho Barranco","orcid":"https://orcid.org/0000-0002-5821-4074"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roberto Camacho Barranco","raw_affiliation_strings":["Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049425876","display_name":"Sheikh Motahar Naim","orcid":"https://orcid.org/0000-0001-9480-1236"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheikh Motahar Naim","raw_affiliation_strings":["Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102234375","display_name":"M. Shahriar Hossain","orcid":null},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Shahriar Hossain","raw_affiliation_strings":["Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056726740","display_name":"Monika Akbar","orcid":"https://orcid.org/0000-0002-9402-5799"},"institutions":[{"id":"https://openalex.org/I164936912","display_name":"The University of Texas at El Paso","ror":"https://ror.org/04d5vba33","country_code":"US","type":"education","lineage":["https://openalex.org/I164936912"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Monika Akbar","raw_affiliation_strings":["Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas at El Paso, El Paso, Texas, USA","institution_ids":["https://openalex.org/I164936912"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5077544830"],"corresponding_institution_ids":["https://openalex.org/I164936912"],"apc_list":null,"apc_paid":null,"fwci":2.7488,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92877621,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3011","last_page":"3020"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7666394710540771},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.7132613658905029},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4974878132343292},{"id":"https://openalex.org/keywords/vulnerability-assessment","display_name":"Vulnerability assessment","score":0.47279495000839233},{"id":"https://openalex.org/keywords/storytelling","display_name":"Storytelling","score":0.43799158930778503},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.43423378467559814}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7666394710540771},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.7132613658905029},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4974878132343292},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.47279495000839233},{"id":"https://openalex.org/C2776538412","wikidata":"https://www.wikidata.org/wiki/Q989963","display_name":"Storytelling","level":3,"score":0.43799158930778503},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.43423378467559814},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2018.8622299","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622299","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W110007310","https://openalex.org/W1880262756","https://openalex.org/W1969486090","https://openalex.org/W2004228899","https://openalex.org/W2005126631","https://openalex.org/W2013539581","https://openalex.org/W2020999234","https://openalex.org/W2043837581","https://openalex.org/W2079753286","https://openalex.org/W2119821739","https://openalex.org/W2147946282","https://openalex.org/W2154398797","https://openalex.org/W2155500672","https://openalex.org/W2166336492","https://openalex.org/W2171343266","https://openalex.org/W2583058142","https://openalex.org/W2767521898","https://openalex.org/W2783675734","https://openalex.org/W2787410805","https://openalex.org/W3101096612","https://openalex.org/W3215363960","https://openalex.org/W4239510810","https://openalex.org/W6639619044","https://openalex.org/W6682044806","https://openalex.org/W6732386478","https://openalex.org/W6785600698"],"related_works":["https://openalex.org/W1883246888","https://openalex.org/W2370114625","https://openalex.org/W2947584067","https://openalex.org/W2062873522","https://openalex.org/W3118510577","https://openalex.org/W3157230915","https://openalex.org/W1756374135","https://openalex.org/W4390540899","https://openalex.org/W2789975780","https://openalex.org/W2007895524"],"abstract_inverted_index":{"As":[0,224],"the":[1,32,47,106,135,186,192,206,229,241,248],"world":[2],"approaches":[3],"a":[4,54,109,138,145,156,161,174,181,196,219,237],"state":[5],"of":[6,25,31,65,74,108,137,185,195,202,222,231,250],"greater":[7],"dependence":[8],"on":[9,253],"technology,":[10],"many":[11],"products":[12],"face":[13],"increasing":[14],"threats":[15],"from":[16,111,155],"malicious":[17],"attackers":[18],"who":[19],"are":[20,35,43],"attempting":[21],"to":[22,46,78,95,99,124,171],"take":[23],"advantage":[24],"vulnerabilities":[26,34,103,129,217,232,246],"in":[27,39,213,233],"software":[28,255],"design.":[29],"Most":[30],"known":[33],"already":[36],"aggregated,":[37],"stored":[38],"text":[40,157],"format,":[41],"and":[42,84,104,133,159,247],"readily":[44],"accessible":[45],"public,":[48],"making":[49],"such":[50,75],"an":[51,119],"aggregated":[52],"database":[53],"prime":[55],"corpus":[56,158],"for":[57],"analysis":[58],"using":[59],"data":[60,121],"mining":[61,122],"methods.":[62],"A":[63,199],"multitude":[64],"research":[66],"efforts":[67],"have":[68],"been":[69,93],"deployed":[70],"analyzing":[71],"individual":[72],"aspects":[73],"cyber-security":[76,97,140],"corpora":[77,98],"create":[79],"taxonomies,":[80],"assess":[81],"vulnerability":[82,110,169],"impact,":[83],"even":[85],"predict":[86],"future":[87],"vulnerabilities.":[88],"However,":[89],"minimal":[90],"effort":[91],"has":[92],"committed":[94],"analyze":[96],"explore":[100,228],"correlations":[101],"between":[102,243],"study":[105],"evolution":[107,136,183],"its":[112],"genesis.":[113],"In":[114],"this":[115],"paper,":[116],"we":[117,227],"propose":[118],"integrated":[120],"framework":[123,208],"automatically":[125],"lay":[126],"out":[127],"how":[128,173],"develop":[130],"over":[131],"time":[132],"detect":[134],"specific":[139,197],"threat.":[141,198],"We":[142],"use":[143],"(1)":[144],"Supervised":[146],"Topical":[147],"Evolution":[148],"Model":[149],"(STEM),":[150],"which":[151],"discovers":[152],"temporal":[153],"themes":[154],"(2)":[160],"diffusion-based":[162,189],"storytelling":[163,190],"technique":[164],"that":[165,205,251],"sifts":[166],"through":[167],"past":[168],"reports":[170],"describe":[172],"current":[175],"threat":[176],"evolved.":[177],"The":[178],"STEM":[179],"gives":[180],"holistic":[182],"structure":[184],"vulnerabilities,":[187],"while":[188],"provides":[191],"precise":[193],"genealogy":[194],"considerable":[200],"series":[201],"experiments":[203],"demonstrate":[204],"proposed":[207],"can":[209],"discover":[210],"evolutionary":[211],"patterns":[212],"today's":[214],"most":[215],"pressing":[216],"with":[218],"high":[220],"degree":[221],"precision.":[223],"case":[225],"studies,":[226],"development":[230],"certain":[234],"products,":[235],"providing":[236],"unique":[238],"insight":[239],"into":[240],"correspondence":[242,252],"seemingly":[244],"unrelated":[245],"impact":[249],"overall":[254],"security.":[256]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
