{"id":"https://openalex.org/W4402527120","doi":"https://doi.org/10.1145/3678722.3685537","title":"Understanding and Improving Coverage Tracking with AFL++ (Registered Report)","display_name":"Understanding and Improving Coverage Tracking with AFL++ (Registered Report)","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4402527120","doi":"https://doi.org/10.1145/3678722.3685537"},"language":"en","primary_location":{"id":"doi:10.1145/3678722.3685537","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3678722.3685537","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":"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/A5107187385","display_name":"Vasil Sarafov","orcid":null},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vasil Sarafov","raw_affiliation_strings":["University of the Bundeswehr Munich, Neubiberg, Germany"],"raw_orcid":"https://orcid.org/0009-0007-0123-1715","affiliations":[{"raw_affiliation_string":"University of the Bundeswehr Munich, Neubiberg, Germany","institution_ids":["https://openalex.org/I40527276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107187386","display_name":"David Markvica","orcid":null},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Markvica","raw_affiliation_strings":["University of the Bundeswehr Munich, Neubiberg, Germany"],"raw_orcid":"https://orcid.org/0009-0003-6000-5620","affiliations":[{"raw_affiliation_string":"University of the Bundeswehr Munich, Neubiberg, Germany","institution_ids":["https://openalex.org/I40527276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028408275","display_name":"Felix Berlakovich","orcid":"https://orcid.org/0000-0003-0132-3728"},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felix Berlakovich","raw_affiliation_strings":["University of the Bundeswehr Munich, Neubiberg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0132-3728","affiliations":[{"raw_affiliation_string":"University of the Bundeswehr Munich, Neubiberg, Germany","institution_ids":["https://openalex.org/I40527276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107187387","display_name":"Matthias Bernad","orcid":"https://orcid.org/0009-0003-1171-2601"},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Bernad","raw_affiliation_strings":["University of the Bundeswehr Munich, Neubiberg, Germany"],"raw_orcid":"https://orcid.org/0009-0003-1171-2601","affiliations":[{"raw_affiliation_string":"University of the Bundeswehr Munich, Neubiberg, Germany","institution_ids":["https://openalex.org/I40527276"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058365944","display_name":"Stefan Brunthaler","orcid":"https://orcid.org/0000-0001-9766-4871"},"institutions":[{"id":"https://openalex.org/I40527276","display_name":"Universit\u00e4t der Bundeswehr M\u00fcnchen","ror":"https://ror.org/05kkv3f82","country_code":"DE","type":"education","lineage":["https://openalex.org/I1315109972","https://openalex.org/I40527276","https://openalex.org/I4387152969"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Brunthaler","raw_affiliation_strings":["University of the Bundeswehr Munich, Neubiberg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9766-4871","affiliations":[{"raw_affiliation_string":"University of the Bundeswehr Munich, Neubiberg, Germany","institution_ids":["https://openalex.org/I40527276"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I40527276"],"apc_list":null,"apc_paid":null,"fwci":0.8447,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74106706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"80","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9980999827384949,"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":0.9980999827384949,"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":0.9923999905586243,"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/T11424","display_name":"Security and Verification in Computing","score":0.9916999936103821,"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/computer-science","display_name":"Computer science","score":0.5830883383750916},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4907618463039398},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07568863034248352}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5830883383750916},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4907618463039398},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07568863034248352},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3678722.3685537","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3678722.3685537","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":15,"referenced_works":["https://openalex.org/W1498432697","https://openalex.org/W2794670092","https://openalex.org/W2883221342","https://openalex.org/W2947182139","https://openalex.org/W2963846926","https://openalex.org/W2964097210","https://openalex.org/W2979357014","https://openalex.org/W3190724772","https://openalex.org/W3194771370","https://openalex.org/W3214439093","https://openalex.org/W4246166885","https://openalex.org/W4289038676","https://openalex.org/W4312988438","https://openalex.org/W4366830184","https://openalex.org/W4391725291"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Coverage-based":[0],"fuzzers":[1],"track":[2],"which":[3],"program":[4],"parts":[5],"they":[6],"visit":[7],"when":[8],"executing":[9],"a":[10,14,54,66,79,98],"specific":[11],"input":[12,68],"as":[13],"proxy":[15],"measure":[16],"to":[17,32,37,51,88],"(1)":[18,112],"guide":[19],"the":[20,26,45,70,74,84],"fuzzing":[21,94],"process,":[22],"and":[23,48,92,114],"(2)":[24,115],"explore":[25],"PUT's":[27],"state":[28],"space.":[29],"One":[30],"way":[31],"record":[33],"coverage":[34,75],"progress":[35],"is":[36,62,102],"enumerate":[38],"basic":[39],"block":[40],"pairs":[41],"(e.g.,":[42],"edges":[43],"in":[44],"control-flow":[46],"graph)":[47],"use":[49],"them":[50],"index":[52],"into":[53],"hash":[55],"table":[56],"that":[57,82],"holds":[58],"counters.":[59],"The":[60],"counter":[61],"incremented":[63],"every":[64],"time":[65],"fuzzer's":[67],"exercises":[69],"corresponding":[71],"edge.":[72],"Traditionally":[73],"map":[76],"has":[77],"been":[78],"compact":[80],"bitmap":[81],"fits":[83],"L2":[85],"CPU":[86],"cache":[87],"reduce":[89],"runtime":[90],"overhead":[91],"boost":[93],"throughput.":[95],"In":[96],"such":[97],"design":[99],"where":[100],"space":[101],"traded":[103],"for":[104],"speed,":[105],"two":[106],"sources":[107],"of":[108],"imprecision":[109],"can":[110],"arise:":[111],"collisions,":[113],"arithmetic":[116],"inaccuracies.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}