{"id":"https://openalex.org/W4392082227","doi":"https://doi.org/10.1145/3640912.3640919","title":"Efficient fuzzing testcases generation based on SAGAN","display_name":"Efficient fuzzing testcases generation based on SAGAN","publication_year":2023,"publication_date":"2023-10-27","ids":{"openalex":"https://openalex.org/W4392082227","doi":"https://doi.org/10.1145/3640912.3640919"},"language":"en","primary_location":{"id":"doi:10.1145/3640912.3640919","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3640912.3640919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Communication Network and Machine Learning","raw_type":"proceedings-article"},"type":"conference-paper","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/A5005714691","display_name":"Zeru Li","orcid":"https://orcid.org/0009-0001-3684-4112"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeru Li","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University, China"],"raw_orcid":"https://orcid.org/0009-0001-3684-4112","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075889321","display_name":"Zhongyuan Qin","orcid":"https://orcid.org/0000-0002-7887-7203"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyuan Qin","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University, China"],"raw_orcid":"https://orcid.org/0000-0002-7887-7203","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102816515","display_name":"Xin Sun","orcid":"https://orcid.org/0009-0000-3563-4204"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Sun","raw_affiliation_strings":["Internet Technology Center, State Grid Zhejiang Electric Power Co., Ltd. Research Institute, China"],"raw_orcid":"https://orcid.org/0009-0000-3563-4204","affiliations":[{"raw_affiliation_string":"Internet Technology Center, State Grid Zhejiang Electric Power Co., Ltd. Research Institute, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102771004","display_name":"Wen Wang","orcid":"https://orcid.org/0009-0002-4820-9981"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wen Wang","raw_affiliation_strings":["Internet Department, State Grid Zhejiang Electric Power Co., Ltd., China"],"raw_orcid":"https://orcid.org/0009-0002-4820-9981","affiliations":[{"raw_affiliation_string":"Internet Department, State Grid Zhejiang Electric Power Co., Ltd., China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9944000244140625,"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/T11005","display_name":"Radiation Effects in Electronics","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzz-testing","display_name":"Fuzz testing","score":0.9465447664260864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6208873987197876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4108430743217468},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3907979726791382},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.21456441283226013},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15130800008773804}],"concepts":[{"id":"https://openalex.org/C111065885","wikidata":"https://www.wikidata.org/wiki/Q1189053","display_name":"Fuzz testing","level":3,"score":0.9465447664260864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6208873987197876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4108430743217468},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3907979726791382},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.21456441283226013},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15130800008773804}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3640912.3640919","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3640912.3640919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Communication Network and Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2002934700","https://openalex.org/W2515236103","https://openalex.org/W2767634461","https://openalex.org/W2785678896","https://openalex.org/W2814375691","https://openalex.org/W2941716495","https://openalex.org/W2947357873","https://openalex.org/W2963674831","https://openalex.org/W3048197573","https://openalex.org/W3072699177","https://openalex.org/W3096831136","https://openalex.org/W3098839025","https://openalex.org/W3104664063","https://openalex.org/W3173451821","https://openalex.org/W4214655501","https://openalex.org/W6735913928","https://openalex.org/W6749470752","https://openalex.org/W6752378368","https://openalex.org/W6764080030","https://openalex.org/W6766204418","https://openalex.org/W6787080051","https://openalex.org/W6798351829"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2511770387","https://openalex.org/W3120811337","https://openalex.org/W3203597304","https://openalex.org/W4385301282","https://openalex.org/W2990186179","https://openalex.org/W4248424560","https://openalex.org/W3023977444","https://openalex.org/W2766647240","https://openalex.org/W4210660460"],"abstract_inverted_index":{"Generative":[0],"adversarial":[1],"networks":[2],"can":[3,61,108],"be":[4,62],"used":[5,74],"for":[6],"the":[7,14,18,38,42,48,54,59,66,70,82,85,97,102],"generation":[8,32],"of":[9,17,41,69,84],"testcases":[10,19,31,43,104],"in":[11],"fuzzing,":[12],"but":[13],"structural":[15,39,67],"information":[16,40,68],"is":[20],"rarely":[21],"attended":[22],"to.":[23],"In":[24,100],"this":[25],"paper,":[26],"we":[27],"adopt":[28],"a":[29],"SAGAN-based":[30],"technique,":[33],"to":[34,47,65,80,115],"learn":[35],"and":[36,44,77,112],"utilize":[37],"give":[45],"attention":[46],"important":[49],"parts.":[50],"We":[51,73],"selectively":[52],"improve":[53],"network":[55],"structure":[56],"so":[57],"that":[58,90],"model":[60],"more":[63,110],"adapted":[64],"fuzzing":[71,103],"testcases.":[72],"gradient":[75],"penalty":[76],"spectral":[78],"normalization":[79],"stabilize":[81],"training":[83],"network.":[86],"The":[87],"results":[88],"show":[89],"our":[91],"approach":[92],"has":[93],"higher":[94],"efficiency":[95],"on":[96],"lava-m":[98],"dataset.":[99],"addition,":[101],"generated":[105],"by":[106,118],"SAGAN":[107],"find":[109],"crashes":[111],"hangs":[113],"compared":[114],"those":[116],"mutated":[117],"AFL++.":[119]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}