{"id":"https://openalex.org/W4399487217","doi":"https://doi.org/10.1145/3649476.3658697","title":"The Fuzz Odyssey: A Survey on Hardware Fuzzing Frameworks for Hardware Design Verification","display_name":"The Fuzz Odyssey: A Survey on Hardware Fuzzing Frameworks for Hardware Design Verification","publication_year":2024,"publication_date":"2024-06-10","ids":{"openalex":"https://openalex.org/W4399487217","doi":"https://doi.org/10.1145/3649476.3658697"},"language":"en","primary_location":{"id":"doi:10.1145/3649476.3658697","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649476.3658697","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Great Lakes Symposium on VLSI 2024","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3649476.3658697","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103174360","display_name":"Raghul Saravanan","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raghul Saravanan","raw_affiliation_strings":["Electrical and Computer Engineering, George Mason University, USA"],"raw_orcid":"https://orcid.org/0000-0002-8296-2144","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, George Mason University, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047725314","display_name":"Sai Manoj Pudukotai Dinakarrao","orcid":"https://orcid.org/0000-0002-4417-2387"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sai Manoj Pudukotai Dinakarrao","raw_affiliation_strings":["Electrical and Computer Engineering, George Mason University, USA"],"raw_orcid":"https://orcid.org/0000-0002-4417-2387","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, George Mason University, USA","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":null,"apc_paid":null,"fwci":3.2024,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93542074,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"192","last_page":"197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9976999759674072,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9965000152587891,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzz-testing","display_name":"Fuzz testing","score":0.9468016624450684},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6739513278007507},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.4453940689563751},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.38018617033958435},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.33786651492118835},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17650434374809265},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.10707986354827881}],"concepts":[{"id":"https://openalex.org/C111065885","wikidata":"https://www.wikidata.org/wiki/Q1189053","display_name":"Fuzz testing","level":3,"score":0.9468016624450684},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6739513278007507},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.4453940689563751},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.38018617033958435},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.33786651492118835},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17650434374809265},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.10707986354827881}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3649476.3658697","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649476.3658697","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Great Lakes Symposium on VLSI 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3649476.3658697","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649476.3658697","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Great Lakes Symposium on VLSI 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W572742053","https://openalex.org/W2122579232","https://openalex.org/W2167928566","https://openalex.org/W2762373765","https://openalex.org/W2899727632","https://openalex.org/W3154674654","https://openalex.org/W3159683949","https://openalex.org/W3213773220","https://openalex.org/W4233409647","https://openalex.org/W4243394965","https://openalex.org/W4379116022","https://openalex.org/W4379116144"],"related_works":["https://openalex.org/W4391375266","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/W4210660460"],"abstract_inverted_index":{"Hardware":[0],"Security":[1],"is":[2],"at":[3],"stake":[4],"driven":[5],"by":[6,73,140],"the":[7,30,35,39,52,97,108,120,142,149,153,166,171],"growing":[8],"complexity":[9,54],"and":[10,15,33,46,65,113,152,168,185],"integration":[11],"of":[12,55,63,145,170],"processors,":[13,57],"SoCs,":[14],"diverse":[16,154],"third-party":[17],"intellectual":[18],"property":[19],"(IP)":[20],"hardware,":[21],"all":[22],"geared":[23],"toward":[24],"delivering":[25],"advanced":[26],"solutions.":[27],"To":[28],"preserve":[29],"system":[31],"integrity":[32],"mitigate":[34],"post-production":[36],"re-engineering":[37],"costs,":[38],"Design":[40],"Verification":[41],"(DV)":[42],"community":[43],"employs":[44],"dynamic":[45],"formal":[47],"verification":[48,67],"strategies.":[49],"However,":[50,119],"with":[51],"ever-increasing":[53],"modern":[56],"these":[58,138],"techniques":[59,89,122,139],"fall":[60],"in":[61,81,100,129,157],"short":[62],"scalability":[64],"increased":[66],"time.":[68],"Recently,":[69],"hardware":[70,82,87,98,109,146,155],"fuzzing":[71,88,105,115,147,172],"inspired":[72],"software":[74,111],"testing":[75],"has":[76],"been":[77,91],"navigating":[78],"uncharted":[79],"territories":[80],"bug":[83],"detection":[84],"capabilities.":[85],"Multiple":[86],"have":[90],"recently":[92],"introduced":[93],"that":[94],"either":[95],"utilize":[96],"design":[99],"its":[101],"inherent":[102],"form":[103],"for":[104],"or":[106],"convert":[107],"into":[110],"models":[112],"perform":[114],"to":[116,124],"detect":[117],"bugs.":[118],"existing":[121],"claim":[123],"be":[125,161],"a":[126],"silver":[127],"bullet":[128],"their":[130],"way,":[131],"we":[132,164],"provide":[133],"some":[134],"critical":[135],"insights":[136],"on":[137,182],"reviewing":[141],"fundamental":[143],"principles":[144],"frameworks,":[148],"methodologies":[150],"involved,":[151],"designs":[156],"which":[158],"they":[159],"can":[160],"employed.":[162],"Furthermore,":[163],"discuss":[165],"challenges":[167],"limitations":[169],"framework.":[173],"We":[174],"also":[175],"present":[176],"feasible":[177],"future":[178],"research":[179],"directions":[180],"based":[181],"our":[183],"observations":[184],"insights.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
