{"id":"https://openalex.org/W4409796834","doi":"https://doi.org/10.1109/iccta64612.2024.10974893","title":"Predicting Vulnerability Exploit Complexity Based On Exploit Scripts","display_name":"Predicting Vulnerability Exploit Complexity Based On Exploit Scripts","publication_year":2024,"publication_date":"2024-12-14","ids":{"openalex":"https://openalex.org/W4409796834","doi":"https://doi.org/10.1109/iccta64612.2024.10974893"},"language":"en","primary_location":{"id":"doi:10.1109/iccta64612.2024.10974893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccta64612.2024.10974893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 34th International Conference on Computer Theory and Applications (ICCTA)","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/A5103308273","display_name":"Daniel Rosenberger","orcid":"https://orcid.org/0000-0001-8473-1844"},"institutions":[{"id":"https://openalex.org/I41121874","display_name":"Heilbronn University","ror":"https://ror.org/04g5gcg95","country_code":"DE","type":"education","lineage":["https://openalex.org/I41121874"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Rosenberger","raw_affiliation_strings":["Heilbronn University of Applied Sciences,Institute for Intelligent Cyber-Physical Systems,Heilbronn,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heilbronn University of Applied Sciences,Institute for Intelligent Cyber-Physical Systems,Heilbronn,Germany","institution_ids":["https://openalex.org/I41121874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075009378","display_name":"Alexander Jesser","orcid":"https://orcid.org/0000-0003-2067-6860"},"institutions":[{"id":"https://openalex.org/I41121874","display_name":"Heilbronn University","ror":"https://ror.org/04g5gcg95","country_code":"DE","type":"education","lineage":["https://openalex.org/I41121874"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Jesser","raw_affiliation_strings":["Heilbronn University of Applied Sciences,Institute for Intelligent Cyber-Physical Systems,Heilbronn,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heilbronn University of Applied Sciences,Institute for Intelligent Cyber-Physical Systems,Heilbronn,Germany","institution_ids":["https://openalex.org/I41121874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33129869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"343","last_page":"348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9909999966621399,"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/exploit","display_name":"Exploit","score":0.9842566847801208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7374723553657532},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.5508546829223633},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.4863448739051819},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21293333172798157},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07923868298530579}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.9842566847801208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7374723553657532},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5508546829223633},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.4863448739051819},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21293333172798157},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07923868298530579}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccta64612.2024.10974893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccta64612.2024.10974893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 34th International Conference on Computer Theory and Applications (ICCTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W180604521","https://openalex.org/W2403532707","https://openalex.org/W2982335203","https://openalex.org/W3082673869","https://openalex.org/W3084558590","https://openalex.org/W3088058100","https://openalex.org/W3094397342","https://openalex.org/W3156333129","https://openalex.org/W4212883898","https://openalex.org/W4226418765","https://openalex.org/W4312072088","https://openalex.org/W4389543405","https://openalex.org/W6769243733","https://openalex.org/W6777003674","https://openalex.org/W6857873970","https://openalex.org/W6910681941"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W2906845177","https://openalex.org/W4200107511","https://openalex.org/W2891427086","https://openalex.org/W1968625315"],"abstract_inverted_index":{"Software":[0],"vulnerabilities":[1],"provide":[2],"openings":[3],"for":[4,187],"cyberattacks":[5],"and":[6,55,70,78,130,163,197],"therefore":[7],"pose":[8],"a":[9,89],"great":[10],"risk":[11,73],"to":[12,42,52,58,109,114,140,160,168,174,183],"the":[13,27,30,36,93,111,120,165,171,200],"security":[14],"of":[15,21,29,95,135,202],"an":[16,65,116,176],"IT":[17],"system.":[18],"The":[19],"availability":[20],"public":[22,84],"exploit":[23,43,47,85,117,121],"scripts":[24,48],"strongly":[25],"influences":[26],"scale":[28],"threat":[31],"as":[32],"it":[33],"greatly":[34],"reduces":[35],"effort":[37],"that":[38],"adversaries":[39],"must":[40],"expend":[41],"these":[44,96],"vulnerabilities.":[45],"These":[46,178],"also":[49],"differ":[50],"relative":[51],"maturity,":[53],"reliability,":[54],"skill":[56,173],"required":[57,113,172],"be":[59,181,192],"executed":[60],"successfully.":[61],"This":[62],"factor":[63],"plays":[64],"important":[66],"role":[67],"in":[68,194],"qualitative":[69],"quantitative":[71],"vulnerability":[72],"assessment,":[74],"cyber":[75],"adversary":[76],"analysis,":[77],"cybersecurity":[79,203],"training.":[80],"However,":[81],"not":[82],"all":[83,134],"databases":[86],"offer":[87],"such":[88],"rank,":[90],"which":[91,136,189],"impairs":[92],"accuracy":[94,201],"evaluations.":[97,204],"To":[98],"address":[99],"this":[100,102,124],"shortcoming,":[101],"study":[103],"evaluates":[104],"different":[105,126],"machine":[106,131,149],"learning":[107,132,150],"approaches":[108,129],"predict":[110,170],"complexity":[112,185],"execute":[115],"based":[118],"on":[119,143],"script.":[122],"For":[123],"evaluation,":[125],"data":[127,157],"preparation":[128,158],"models,":[133],"have":[137],"been":[138],"proven":[139],"perform":[141],"well":[142],"similar":[144],"tasks,":[145],"were":[146],"selected.":[147],"Each":[148],"model":[151],"was":[152],"then":[153,191],"trained":[154],"using":[155],"each":[156],"approach":[159,167],"evaluate":[161],"performance":[162],"determine":[164],"best":[166],"reliably":[169],"use":[175],"exploit.":[177],"results":[179],"can":[180,190],"used":[182],"generate":[184],"predictions":[186],"exploits,":[188],"included":[193],"skill-based":[195],"assessments":[196],"ultimately":[198],"improve":[199]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
