{"id":"https://openalex.org/W4393407219","doi":"https://doi.org/10.1109/apsec60848.2023.00050","title":"Parameterized Search Heuristic Prediction for Concolic Execution","display_name":"Parameterized Search Heuristic Prediction for Concolic Execution","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4393407219","doi":"https://doi.org/10.1109/apsec60848.2023.00050"},"language":"en","primary_location":{"id":"doi:10.1109/apsec60848.2023.00050","doi":"https://doi.org/10.1109/apsec60848.2023.00050","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/apsec60848.2023.00050","pdf_url":null,"source":{"id":"https://openalex.org/S4210216296","display_name":"Asia-Pacific Software Engineering Conference (APSEC)","issn_l":"1530-1362","issn":["1530-1362","2640-0715"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 30th Asia-Pacific Software Engineering Conference (APSEC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5094304652","display_name":"Farnoushsadat Nilizadeh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Farnoushsadat Nilizadeh","raw_affiliation_strings":["Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran","Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran","institution_ids":["https://openalex.org/I170013655"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran","institution_ids":["https://openalex.org/I170013655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120755441","display_name":"Hamid Dashtbani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamid Dashtbani","raw_affiliation_strings":["Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran","Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran","institution_ids":["https://openalex.org/I170013655"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran","institution_ids":["https://openalex.org/I170013655"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055899546","display_name":"Maryam Mouzarani","orcid":"https://orcid.org/0000-0002-8134-3042","observed_orcids":["https://orcid.org/0000-0002-8134-3042"]},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Maryam Mouzarani","raw_affiliation_strings":["Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran","Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran","institution_ids":["https://openalex.org/I170013655"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran","institution_ids":["https://openalex.org/I170013655"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170013655"],"apc_list":null,"apc_paid":null,"fwci":0.3621,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56629834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"396","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11424","display_name":"Security and Verification in Computing","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10260","display_name":"Software Engineering Research","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/concolic-testing","display_name":"concolic testing","score":0.9269999861717224},{"id":"https://openalex.org/keywords/concolic-execution","display_name":"concolic execution","score":0.859000027179718},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.4909999966621399},{"id":"https://openalex.org/keywords/path-finding","display_name":"path finding","score":0.3970000147819519},{"id":"https://openalex.org/keywords/software-vulnerability-detection","display_name":"software vulnerability detection","score":0.7799999713897705},{"id":"https://openalex.org/keywords/c-programs","display_name":"C programs","score":0.6880000233650208}],"concepts":[{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.8657718300819397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6972482800483704},{"id":"https://openalex.org/C11219265","wikidata":"https://www.wikidata.org/wiki/Q5158734","display_name":"Concolic testing","level":4,"score":0.6001208424568176},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5975766777992249},{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.2841166853904724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28255680203437805},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2520557940006256},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.191120445728302},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.08190086483955383}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apsec60848.2023.00050","doi":"https://doi.org/10.1109/apsec60848.2023.00050","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/apsec60848.2023.00050","pdf_url":null,"source":{"id":"https://openalex.org/S4210216296","display_name":"Asia-Pacific Software Engineering Conference (APSEC)","issn_l":"1530-1362","issn":["1530-1362","2640-0715"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 30th Asia-Pacific Software Engineering Conference (APSEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1497028280","https://openalex.org/W1694077306","https://openalex.org/W2002758617","https://openalex.org/W2020667931","https://openalex.org/W2101512909","https://openalex.org/W2130422196","https://openalex.org/W2153418968","https://openalex.org/W2160445528","https://openalex.org/W2163499368","https://openalex.org/W2165723276","https://openalex.org/W2171683519","https://openalex.org/W2296669295","https://openalex.org/W2350778671","https://openalex.org/W2528040273","https://openalex.org/W2740510556","https://openalex.org/W2740646481","https://openalex.org/W2795180899","https://openalex.org/W2804329188","https://openalex.org/W2883947318","https://openalex.org/W2886359646","https://openalex.org/W2886412171","https://openalex.org/W2888050482","https://openalex.org/W2901330051","https://openalex.org/W2906432502","https://openalex.org/W2912899164","https://openalex.org/W2945897320","https://openalex.org/W2963913218","https://openalex.org/W2967341500","https://openalex.org/W2979543333","https://openalex.org/W2983256892","https://openalex.org/W3014364947","https://openalex.org/W3140649085","https://openalex.org/W3165666748","https://openalex.org/W3175392260","https://openalex.org/W4210660460","https://openalex.org/W4211123598","https://openalex.org/W4281704574","https://openalex.org/W4286383581","https://openalex.org/W4312877868","https://openalex.org/W4385607380","https://openalex.org/W4400134761"],"related_works":["https://openalex.org/W2795180899","https://openalex.org/W2967341500","https://openalex.org/W2888050482","https://openalex.org/W2163499368","https://openalex.org/W49527103","https://openalex.org/W2888634793","https://openalex.org/W2795283266","https://openalex.org/W7125233138","https://openalex.org/W2002758617","https://openalex.org/W2056183852"],"abstract_inverted_index":{"Concolic":[0],"testing":[1],"is":[2],"an":[3],"effective":[4],"but":[5],"expensive":[6],"program":[7,66],"analysis":[8],"technology":[9],"widely":[10],"used":[11],"for":[12,46,57,82],"detecting":[13],"software":[14],"vulnerabilities.":[15],"In":[16,48],"this":[17,49,72,126],"approach,":[18],"search":[19,40,52,73,123,139],"heuristics":[20,140],"play":[21],"a":[22,29,187],"key":[23],"role":[24],"in":[25,28,125],"finding":[26],"paths":[27],"program.":[30],"However,":[31],"due":[32],"to":[33,112,116,135,160],"various":[34],"structures":[35],"of":[36,79,102,121,189],"programs,":[37,90],"one":[38],"fixed":[39],"heuristic":[41,53,74,180],"does":[42],"not":[43],"work":[44],"well":[45],"all.":[47],"regard,":[50],"parameterized":[51,122,138],"has":[54],"been":[55],"introduced":[56],"each":[58,83],"program,":[59,84],"where":[60],"the":[61,77,80,89,93,100,118,137,161],"parameter":[62],"values":[63,78],"depend":[64],"on":[65,88,105,151,157,169],"structures.":[67],"The":[68],"methods":[69,104,167],"that":[70],"use":[71],"approach":[75,163,172],"obtain":[76],"parameters":[81],"perform":[85],"concolic":[86,107,113],"execution":[87,94,108,184],"and":[91,145,183],"analyze":[92],"repeatedly.":[95],"Despite":[96],"providing":[97],"improved":[98],"results,":[99],"reliance":[101],"these":[103],"repeating":[106],"adds":[109],"time":[110,120,182,185],"overhead":[111],"testing.":[114],"Therefore,":[115],"reduce":[117],"selection":[119],"heuristics,":[124],"work,":[127],"we":[128],"proposed":[129],"training":[130],"two":[131],"machine":[132],"learning":[133],"models":[134],"predict":[136],"using":[141],"programs'":[142],"static":[143],"features":[144],"their":[146],"functions.":[147],"Our":[148],"experimental":[149],"results":[150],"open-source":[152],"C":[153],"programs":[154],"show":[155],"that,":[156],"average,":[158],"compared":[159],"Chameleon":[162],"which":[164],"outperforms":[165],"other":[166],"based":[168],"coverage,":[170],"our":[171],"achieved":[173],"approximately":[174],"2.5%":[175],"lower":[176],"coverage":[177],"while":[178],"reducing":[179],"generation":[181],"by":[186],"factor":[188],"21.":[190]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2024-04-03T00:00:00"}