{"id":"https://openalex.org/W3042611370","doi":"https://doi.org/10.1109/tdsc.2020.3008826","title":"CSI-Fuzz: Full-speed Edge Tracing Using Coverage Sensitive Instrumentation","display_name":"CSI-Fuzz: Full-speed Edge Tracing Using Coverage Sensitive Instrumentation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3042611370","doi":"https://doi.org/10.1109/tdsc.2020.3008826","mag":"3042611370"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2020.3008826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2020.3008826","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-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/A5015792635","display_name":"Xiaogang Zhu","orcid":"https://orcid.org/0000-0002-0647-4747"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Xiaogang Zhu","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020301726","display_name":"Xiaotao Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaotao Feng","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027198310","display_name":"Xiaozhu Meng","orcid":"https://orcid.org/0000-0003-3716-9072"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaozhu Meng","raw_affiliation_strings":["Rice University, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076576641","display_name":"Sheng Wen","orcid":"https://orcid.org/0000-0003-0655-666X"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sheng Wen","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084022157","display_name":"Seyit Camtepe","orcid":"https://orcid.org/0000-0001-6353-8359"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Seyit Camtepe","raw_affiliation_strings":["DATA61 CSIRO, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"DATA61 CSIRO, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666554","display_name":"Yang Xiang","orcid":"https://orcid.org/0000-0001-5252-0831"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yang Xiang","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000596496","display_name":"Kui Ren","orcid":"https://orcid.org/0000-0003-3441-6277"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kui Ren","raw_affiliation_strings":["University at Buffalo, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5015792635"],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":null,"apc_paid":null,"fwci":3.646,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.93162393,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9983999729156494,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9961432218551636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8919252157211304},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.564858078956604},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.4551531970500946},{"id":"https://openalex.org/keywords/code-coverage","display_name":"Code coverage","score":0.4249863624572754},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.420375794172287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20637717843055725},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.18237632513046265},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16051310300827026},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10539412498474121}],"concepts":[{"id":"https://openalex.org/C111065885","wikidata":"https://www.wikidata.org/wiki/Q1189053","display_name":"Fuzz testing","level":3,"score":0.9961432218551636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8919252157211304},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.564858078956604},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.4551531970500946},{"id":"https://openalex.org/C53942775","wikidata":"https://www.wikidata.org/wiki/Q1211721","display_name":"Code coverage","level":3,"score":0.4249863624572754},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.420375794172287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20637717843055725},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.18237632513046265},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16051310300827026},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10539412498474121},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tdsc.2020.3008826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2020.3008826","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"},{"id":"pmh:oai:researchbank.swinburne.edu.au:0ef6975b-a683-441b-8108-693e0979830f/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/458474","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing (2020), pp. 1-1","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1976878954","https://openalex.org/W2104993088","https://openalex.org/W2128985333","https://openalex.org/W2158974202","https://openalex.org/W2186070848","https://openalex.org/W2296669295","https://openalex.org/W2466114212","https://openalex.org/W2514974017","https://openalex.org/W2535617737","https://openalex.org/W2574017551","https://openalex.org/W2613534458","https://openalex.org/W2741068848","https://openalex.org/W2766540688","https://openalex.org/W2766711930","https://openalex.org/W2794670092","https://openalex.org/W2795192879","https://openalex.org/W2947182139","https://openalex.org/W2947265301","https://openalex.org/W2947652816","https://openalex.org/W2963846926","https://openalex.org/W2964097210","https://openalex.org/W6630124987","https://openalex.org/W6686600716","https://openalex.org/W6724342392","https://openalex.org/W6743674107","https://openalex.org/W6753913213","https://openalex.org/W6766204418"],"related_works":["https://openalex.org/W4312355434","https://openalex.org/W4313066017","https://openalex.org/W4381785649","https://openalex.org/W2297949281","https://openalex.org/W1964740600","https://openalex.org/W2884946294","https://openalex.org/W2991920445","https://openalex.org/W3133364053","https://openalex.org/W2914996832","https://openalex.org/W4283736421"],"abstract_inverted_index":{"Coverage-guided":[0],"fuzzing":[1,44,80],"is":[2,58],"one":[3],"of":[4,34,43,98,111,123],"the":[5,31,41,52,75,96,109,121,176],"most":[6],"effective":[7],"solutions":[8],"for":[9],"vulnerability":[10],"discovery.":[11],"Among":[12],"coverage-guided":[13,139],"fuzzing,":[14,16],"full-speed":[15,38,54,100],"such":[17,72],"as":[18,131],"UnTracer,":[19],"traces":[20],"test":[21,36,49],"cases":[22],"only":[23,47],"when":[24],"they":[25],"discover":[26],"new":[27],"coverage.":[28],"Due":[29],"to":[30,94,119,137,153],"high":[32],"expense":[33],"tracing":[35,46],"cases,":[37],"fuzzers":[39,73],"improve":[40],"efficiency":[42],"by":[45],"coverage-increasing":[48],"cases.":[50],"However,":[51],"existing":[53,99,138],"fuzzer":[55,89],"(i.e.,":[56],"UnTracer)":[57],"based":[59,145],"on":[60,146],"basic":[61],"block":[62],"coverage,":[63],"suffering":[64],"a":[65,88],"severe":[66],"problem":[67,110],"called":[68],"edge":[69,112],"collision.":[70,113],"Moreover,":[71],"neglect":[74],"path":[76,117],"frequency,":[77],"which":[78,107],"affects":[79],"effectiveness.":[81],"In":[82],"this":[83],"article,":[84],"we":[85],"propose":[86],"CSI-Fuzz,":[87],"utilizing":[90],"coverage":[91],"sensitive":[92],"instrumentation":[93],"address":[95],"problems":[97],"fuzzing.":[101],"CSI-Fuzz":[102,115,127,144,161,171],"directly":[103],"instruments":[104],"at":[105],"edges,":[106],"solves":[108],"Meanwhile,":[114],"sets":[116],"identifiers":[118],"count":[120],"frequency":[122],"covered":[124],"paths.":[125],"Our":[126],"can":[128],"be":[129],"recognized":[130],"an":[132],"add-on":[133],"and":[134,151,168],"seamlessly":[135],"applied":[136],"fuzzers.":[140,178],"We":[141],"accordingly":[142],"implement":[143],"two":[147],"widely-adopted":[148],"fuzzers,":[149],"AFL":[150],"AFLFast,":[152,167],"evaluate":[154],"its":[155],"performance.":[156],"The":[157],"experiments":[158],"demonstrate":[159],"that":[160],"discovers":[162],"more":[163,173],"edges":[164],"than":[165,175],"AFL,":[166],"UnTracer.":[169],"Additionally,":[170],"exposes":[172],"bugs":[174],"other":[177]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}