{"id":"https://openalex.org/W4386365920","doi":"https://doi.org/10.18293/seke2023-182","title":"Research on Directed Grey-box Fuzzing Technology Based on Target (S)","display_name":"Research on Directed Grey-box Fuzzing Technology Based on Target (S)","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4386365920","doi":"https://doi.org/10.18293/seke2023-182"},"language":"en","primary_location":{"id":"doi:10.18293/seke2023-182","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2023-182","pdf_url":"https://doi.org/10.18293/seke2023-182","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2023-182","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101601441","display_name":"Liang Sun","orcid":"https://orcid.org/0000-0001-7825-9256"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Sun","raw_affiliation_strings":["National University of Defense Technology National University of Defense Technology Hunan Institute of Traffic Engineering Changsha, China Changsha, China Hengyang, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology National University of Defense Technology Hunan Institute of Traffic Engineering Changsha, China Changsha, China Hengyang, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074911937","display_name":"Peng Wu","orcid":"https://orcid.org/0000-0002-2009-9939"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wu","raw_affiliation_strings":["National University of Defense Technology National University of Defense Technology Hunan Institute of Traffic Engineering Changsha, China Changsha, China Hengyang, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology National University of Defense Technology Hunan Institute of Traffic Engineering Changsha, China Changsha, China Hengyang, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013780333","display_name":"Shaoxian Shu","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoxian Shu","raw_affiliation_strings":["National University of Defense Technology National University of Defense Technology Hunan Institute of Traffic Engineering Changsha, China Changsha, China Hengyang, China"],"affiliations":[{"raw_affiliation_string":"National University of Defense Technology National University of Defense Technology Hunan Institute of Traffic Engineering Changsha, China Changsha, China Hengyang, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101601441"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.2146,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58110824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2023","issue":null,"first_page":"256","last_page":"261"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9987000226974487,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzz-testing","display_name":"Fuzz testing","score":0.9836462736129761},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8449708819389343},{"id":"https://openalex.org/keywords/byte","display_name":"Byte","score":0.5877088308334351},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5443505644798279},{"id":"https://openalex.org/keywords/code-coverage","display_name":"Code coverage","score":0.5380321145057678},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4785621464252472},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4696117043495178},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4651741683483124},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44629228115081787},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.4436611533164978},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41570937633514404},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40041685104370117},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3512519598007202},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32694220542907715},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19434630870819092},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1869799792766571},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16706615686416626},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.1240253746509552}],"concepts":[{"id":"https://openalex.org/C111065885","wikidata":"https://www.wikidata.org/wiki/Q1189053","display_name":"Fuzz testing","level":3,"score":0.9836462736129761},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8449708819389343},{"id":"https://openalex.org/C43364308","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Byte","level":2,"score":0.5877088308334351},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5443505644798279},{"id":"https://openalex.org/C53942775","wikidata":"https://www.wikidata.org/wiki/Q1211721","display_name":"Code coverage","level":3,"score":0.5380321145057678},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4785621464252472},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4696117043495178},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4651741683483124},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44629228115081787},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.4436611533164978},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41570937633514404},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40041685104370117},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3512519598007202},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32694220542907715},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19434630870819092},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1869799792766571},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16706615686416626},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.1240253746509552},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2023-182","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2023-182","pdf_url":"https://doi.org/10.18293/seke2023-182","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2023-182","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2023-182","pdf_url":"https://doi.org/10.18293/seke2023-182","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386365920.pdf"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2002934700","https://openalex.org/W2473526392","https://openalex.org/W2535617737","https://openalex.org/W2766540688","https://openalex.org/W2798388185","https://openalex.org/W2908016018","https://openalex.org/W2947265301","https://openalex.org/W3068126984"],"related_works":["https://openalex.org/W4282010060","https://openalex.org/W4225847901","https://openalex.org/W2912063542","https://openalex.org/W175863638","https://openalex.org/W614438062","https://openalex.org/W4313066017","https://openalex.org/W3173990398","https://openalex.org/W1964740600","https://openalex.org/W4381785649","https://openalex.org/W4226494072"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"grey-box":[3,21,28],"fuzzing":[4,22,164],"has":[5,24],"been":[6],"proven":[7],"to":[8,95,128,146,175,196,200],"be":[9],"the":[10,19,35,47,52,55,67,90,97,111,115,131,139,148,152,177,182,189,202],"most":[11,50],"effective":[12],"method":[13,166],"for":[14,106,121,185],"discovering":[15],"vulnerabilities":[16],"in":[17,54,114],"software.However,":[18],"present":[20],"still":[23,137],"some":[25],"shortcomings.Most":[26],"existing":[27],"fuzzers":[29],"are":[30],"coverage":[31,75],"guided":[32],"and":[33,39,61,88,187],"consider":[34],"program":[36,56,184],"code":[37,48,53,68,74],"equally,":[38],"spend":[40],"a":[41,63,81,102,118,163],"lot":[42],"of":[43,51,66,84,92,124,134,151],"time":[44],"on":[45,80,157,168],"improving":[46,73],"coverage.However,":[49],"does":[57],"not":[58],"contain":[59],"bugs":[60],"only":[62],"small":[64],"percentage":[65],"may":[69],"have":[70],"bugs.Therefore,":[71],"blindly":[72],"can":[76,136],"waste":[77],"limited":[78],"resources":[79],"large":[82],"number":[83],"bug":[85],"independent":[86],"locations":[87],"reduce":[89],"efficiency":[91],"fuzzing.In":[93],"order":[94],"solve":[96],"above":[98],"problems,":[99],"we":[100,161],"propose":[101,162],"targeted":[103],"mutation":[104,119,125,159],"strategy":[105,193],"continuous":[107,149],"target":[108,140,153,178,203],"exploration.By":[109],"identifying":[110],"key":[112],"bytes":[113],"input":[116],"seeds,":[117],"algorithm":[120],"different":[122],"stages":[123],"is":[126,194],"proposed":[127],"ensure":[129],"that":[130],"subsequent":[132],"generation":[133],"seeds":[135,199],"hit":[138],"location":[141,179],"as":[142,144],"much":[143],"possible,":[145],"realize":[147],"exploration":[150],"location.In":[154],"addition,":[155],"based":[156,167],"this":[158],"strategy,":[160],"optimization":[165],"multi-factor":[169,190],"seed":[170,191],"selection,":[171],"using":[172],"LLVM":[173],"framework":[174],"insert":[176],"information":[180],"into":[181],"test":[183],"preprocessing,":[186],"then":[188],"selection":[192],"used":[195],"select":[197],"better":[198],"explore":[201],"location.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}