{"id":"https://openalex.org/W4402527139","doi":"https://doi.org/10.1145/3678722.3685535","title":"Sparse Symbolic Loop Execution (Registered Report)","display_name":"Sparse Symbolic Loop Execution (Registered Report)","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4402527139","doi":"https://doi.org/10.1145/3678722.3685535"},"language":"en","primary_location":{"id":"doi:10.1145/3678722.3685535","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3678722.3685535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd ACM International Fuzzing Workshop","raw_type":"proceedings-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/A5049131029","display_name":"Frank Busse","orcid":"https://orcid.org/0000-0003-1661-0439"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Frank Busse","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060539518","display_name":"Martin Nowack","orcid":"https://orcid.org/0000-0002-1177-0233"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Martin Nowack","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053355200","display_name":"Cristian Cadar","orcid":"https://orcid.org/0000-0002-3599-7264"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cristian Cadar","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049131029"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16543156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"69"},"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/T11005","display_name":"Radiation Effects in Electronics","score":0.9986000061035156,"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"}},{"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7399705648422241},{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.6542875170707703},{"id":"https://openalex.org/keywords/symbolic-execution","display_name":"Symbolic execution","score":0.6492959260940552},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.48066890239715576},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4747757613658905},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3735535144805908},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11682593822479248},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.06600388884544373},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.06454318761825562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7399705648422241},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.6542875170707703},{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.6492959260940552},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.48066890239715576},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4747757613658905},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3735535144805908},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11682593822479248},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.06600388884544373},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.06454318761825562}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3678722.3685535","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3678722.3685535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd ACM International Fuzzing Workshop","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1497028280","https://openalex.org/W1979693894","https://openalex.org/W2002758617","https://openalex.org/W2027422213","https://openalex.org/W2159899121","https://openalex.org/W2297774820","https://openalex.org/W2795052548","https://openalex.org/W3027138722","https://openalex.org/W3042714377","https://openalex.org/W3107612189","https://openalex.org/W4246166885","https://openalex.org/W4246385123"],"related_works":["https://openalex.org/W2905722102","https://openalex.org/W2155539595","https://openalex.org/W2752815423","https://openalex.org/W24774503","https://openalex.org/W4306251929","https://openalex.org/W2014821076","https://openalex.org/W345638404","https://openalex.org/W2801797726","https://openalex.org/W4295529944","https://openalex.org/W4239107164"],"abstract_inverted_index":{"Dynamic":[0],"symbolic":[1,31,102,166],"execution":[2,33,103],"is":[3,10],"a":[4,35,61,86,94,123,147],"powerful":[5],"program":[6,57],"analysis":[7],"technique":[8],"but":[9],"often":[11],"limited":[12],"by":[13,115],"the":[14,19,45,53,100,160],"path-explosion":[15],"problem,":[16],"particularly":[17],"in":[18,85,119,140,164],"presence":[20],"of":[21,48,70,96,132,150,162],"heavily":[22],"branching":[23],"loops.":[24],"In":[25,126],"this":[26,41],"paper,":[27],"we":[28],"introduce":[29],"sparse":[30],"loop":[32],"(SSLE),":[34],"novel":[36],"approach":[37],"aimed":[38],"at":[39,56],"mitigating":[40],"issue.":[42],"SSLE":[43,84,106],"observes":[44],"edge":[46],"patterns":[47,69],"sibling":[49],"states,":[50],"spawned":[51],"from":[52],"same":[54],"loop,":[55],"branches":[58],"up":[59,116,129],"to":[60,117,130,157],"pre-computed":[62],"loop-impact":[63],"barrier.":[64],"States":[65],"that":[66],"exhibit":[67],"unique":[68],"taken":[71],"edges":[72],"are":[73,80],"selected":[74],"for":[75],"further":[76],"exploration,":[77],"while":[78],"others":[79],"postponed.":[81],"We":[82],"implemented":[83],"prototype":[87],"called":[88],"SparKLE":[89,163],"and":[90,110,154,168],"evaluated":[91],"it":[92,170],"on":[93],"set":[95,149],"8":[97],"benchmarks":[98,153],"against":[99],"popular":[101],"engine":[104],"KLEE.":[105],"shows":[107],"promising":[108],"results":[109],"could":[111,134],"increase":[112],"line":[113],"coverage":[114],"55%":[118],"1h":[120],"runs":[121],"using":[122],"depth-first-search":[124],"heuristic.":[125],"other":[127],"cases":[128],"99.997%":[131],"states":[133],"be":[135],"postponed":[136],"without":[137],"any":[138],"loss":[139],"coverage.":[141],"Our":[142],"planned":[143],"evaluation":[144],"will":[145,155],"include":[146],"diverse":[148],"50":[151],"real-world":[152],"aim":[156],"better":[158],"understand":[159],"effectiveness":[161],"handling":[165],"loops,":[167],"how":[169],"compares":[171],"with":[172],"less":[173],"complex":[174],"approaches.":[175]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}