{"id":"https://openalex.org/W4391955340","doi":"https://doi.org/10.1145/3641399.3641401","title":"Data-Driven Falsification of Cyber-Physical Systems","display_name":"Data-Driven Falsification of Cyber-Physical Systems","publication_year":2024,"publication_date":"2024-02-20","ids":{"openalex":"https://openalex.org/W4391955340","doi":"https://doi.org/10.1145/3641399.3641401"},"language":"en","primary_location":{"id":"doi:10.1145/3641399.3641401","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641399.3641401","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3641399.3641401","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Innovations in Software Engineering Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3641399.3641401","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102813700","display_name":"A. Kundu","orcid":"https://orcid.org/0000-0001-9416-6957"},"institutions":[{"id":"https://openalex.org/I165998391","display_name":"Indian Association for the Cultivation of Science","ror":"https://ror.org/050p6gz73","country_code":"IN","type":"education","lineage":["https://openalex.org/I165998391"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Atanu Kundu","raw_affiliation_strings":["Indian Association for the Cultivation of Science, India"],"raw_orcid":"https://orcid.org/0000-0001-9416-6957","affiliations":[{"raw_affiliation_string":"Indian Association for the Cultivation of Science, India","institution_ids":["https://openalex.org/I165998391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093083441","display_name":"Sauvik Gon","orcid":"https://orcid.org/0000-0002-2356-8841"},"institutions":[{"id":"https://openalex.org/I165998391","display_name":"Indian Association for the Cultivation of Science","ror":"https://ror.org/050p6gz73","country_code":"IN","type":"education","lineage":["https://openalex.org/I165998391"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sauvik Gon","raw_affiliation_strings":["Indian Association for the Cultivation of Science, India"],"raw_orcid":"https://orcid.org/0000-0002-2356-8841","affiliations":[{"raw_affiliation_string":"Indian Association for the Cultivation of Science, India","institution_ids":["https://openalex.org/I165998391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081795281","display_name":"R. L. Ray","orcid":"https://orcid.org/0000-0002-7990-6416"},"institutions":[{"id":"https://openalex.org/I165998391","display_name":"Indian Association for the Cultivation of Science","ror":"https://ror.org/050p6gz73","country_code":"IN","type":"education","lineage":["https://openalex.org/I165998391"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajarshi Ray","raw_affiliation_strings":["Indian Association for the Cultivation of Science, India"],"raw_orcid":"https://orcid.org/0000-0002-7990-6416","affiliations":[{"raw_affiliation_string":"Indian Association for the Cultivation of Science, India","institution_ids":["https://openalex.org/I165998391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165998391"],"apc_list":null,"apc_paid":null,"fwci":1.4224,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81844684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9919999837875366,"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":0.791085958480835},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7865656614303589},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.7315141558647156},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7223376631736755},{"id":"https://openalex.org/keywords/avionics","display_name":"Avionics","score":0.6964450478553772},{"id":"https://openalex.org/keywords/counterexample","display_name":"Counterexample","score":0.6415480375289917},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5984041094779968},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.48407164216041565},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4100346863269806},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35731521248817444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3111416697502136},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19681909680366516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.791085958480835},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7865656614303589},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.7315141558647156},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7223376631736755},{"id":"https://openalex.org/C15792166","wikidata":"https://www.wikidata.org/wiki/Q221329","display_name":"Avionics","level":2,"score":0.6964450478553772},{"id":"https://openalex.org/C162838799","wikidata":"https://www.wikidata.org/wiki/Q596077","display_name":"Counterexample","level":2,"score":0.6415480375289917},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5984041094779968},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.48407164216041565},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4100346863269806},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35731521248817444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3111416697502136},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19681909680366516},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641399.3641401","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641399.3641401","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3641399.3641401","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Innovations in Software Engineering Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3641399.3641401","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641399.3641401","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3641399.3641401","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Innovations in Software Engineering Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391955340.pdf","grobid_xml":"https://content.openalex.org/works/W4391955340.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1521939022","https://openalex.org/W2068619069","https://openalex.org/W2112631723","https://openalex.org/W2176215692","https://openalex.org/W2571592482","https://openalex.org/W2590655739","https://openalex.org/W2898904083","https://openalex.org/W2963231286","https://openalex.org/W3023131782","https://openalex.org/W3043655933","https://openalex.org/W3089489878","https://openalex.org/W3106539157","https://openalex.org/W3163395228","https://openalex.org/W3183369696"],"related_works":["https://openalex.org/W2349952486","https://openalex.org/W1489260687","https://openalex.org/W2775700832","https://openalex.org/W2587222766","https://openalex.org/W3204670144","https://openalex.org/W2953113086","https://openalex.org/W1552191998","https://openalex.org/W2056825861","https://openalex.org/W4226455345","https://openalex.org/W2765989158"],"abstract_inverted_index":{"Cyber-Physical":[0],"Systems":[1],"(CPS)":[2],"are":[3],"abundant":[4],"in":[5,45,138,149,166],"safety-critical":[6],"domains":[7],"such":[8],"as":[9,157,170,172],"healthcare,":[10],"avionics,":[11],"and":[12,94],"autonomous":[13],"vehicles.":[14],"The":[15,53,96,107],"formal":[16],"verification":[17],"of":[18,24,49,55,65,69,74,89,98,102,117,125,128],"their":[19,51],"operational":[20],"safety":[21,67],"is":[22,38,58,81,134],"therefore":[23],"utmost":[25],"importance.":[26],"In":[27],"this":[28,56],"paper,":[29],"we":[30,144],"address":[31],"the":[32,36,46,63,66,72,90,111,123,131],"falsification":[33,64,73,100,124],"problem":[34],"where":[35],"focus":[37],"on":[39],"searching":[40],"for":[41,122],"an":[42],"unsafe":[43],"execution":[44],"system":[47],"instead":[48],"proving":[50],"absence.":[52],"contribution":[54],"paper":[57],"a":[59,86,115,158],"framework":[60,109,155],"that":[61,140,153],"connects":[62],"properties":[68,127],"CPS":[70,91,167],"with":[71],"deep":[75],"neural":[76],"networks":[77],"(DNNs).":[78],"This":[79],"connection":[80],"established":[82],"by:":[83],"(1)":[84],"Constructing":[85],"DNN":[87],"model":[88],"under":[92],"test":[93],"(2)":[95],"application":[97],"various":[99],"tools":[101],"DNNs":[103],"to":[104,113,136],"falsify":[105],"CPS.":[106,150],"proposed":[108,132],"has":[110],"potential":[112],"exploit":[114],"repertoire":[116],"adversarial":[118],"attack":[119],"algorithms":[120],"designed":[121],"robustness":[126],"DNNs.":[129],"Although":[130],"technique":[133],"applicable":[135],"systems":[137],"general":[139],"can":[141,162],"be":[142],"executed/simulated,":[143],"demonstrate":[145],"its":[146],"effectiveness,":[147],"particularly":[148],"We":[151],"show":[152],"our":[154],"implemented":[156],"prototypical":[159],"tool":[160],"NNFal":[161],"detect":[163],"hard-to-find":[164],"counterexamples":[165],"having":[168],"linear":[169],"well":[171],"non-linear":[173],"dynamics.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
