{"id":"https://openalex.org/W4405181211","doi":"https://doi.org/10.1145/3658644.3691416","title":"Poster: TAPChecker: Model Checking in Trigger-Action Rules Generation Using Large Language Models","display_name":"Poster: TAPChecker: Model Checking in Trigger-Action Rules Generation Using Large Language Models","publication_year":2024,"publication_date":"2024-12-02","ids":{"openalex":"https://openalex.org/W4405181211","doi":"https://doi.org/10.1145/3658644.3691416"},"language":"en","primary_location":{"id":"doi:10.1145/3658644.3691416","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658644.3691416","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3691416","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3691416","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115060055","display_name":"Huan Bui","orcid":null},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Huan Bui","raw_affiliation_strings":["Department of Software Information Systems, The University of North Carolina at Charlotte, Charlotte, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"Department of Software Information Systems, The University of North Carolina at Charlotte, Charlotte, North Carolina, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115060056","display_name":"Harper Lienerth","orcid":null},"institutions":[{"id":"https://openalex.org/I45644089","display_name":"Albion College","ror":"https://ror.org/05nnk3913","country_code":"US","type":"education","lineage":["https://openalex.org/I45644089"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harper Lienerth","raw_affiliation_strings":["Department of Mathematics and Computer Science, Albion College, Albion, Michigan, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Albion College, Albion, Michigan, USA","institution_ids":["https://openalex.org/I45644089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075531085","display_name":"Chenglong Fu","orcid":"https://orcid.org/0000-0001-6555-9858"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenglong Fu","raw_affiliation_strings":["Department of Software Information Systems, The University of North Carolina at Charlotte, Charlotte, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"Department of Software Information Systems, The University of North Carolina at Charlotte, Charlotte, North Carolina, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045593113","display_name":"Meera Sridhar","orcid":"https://orcid.org/0000-0002-7508-5024"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meera Sridhar","raw_affiliation_strings":["Department of Software Information Systems, The University of North Carolina at Charlotte, Charlotte, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"Department of Software Information Systems, The University of North Carolina at Charlotte, Charlotte, North Carolina, USA","institution_ids":["https://openalex.org/I102149020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5115060055"],"corresponding_institution_ids":["https://openalex.org/I102149020"],"apc_list":null,"apc_paid":null,"fwci":0.7094,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75483129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"4994","last_page":"4996"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9857000112533569,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9782999753952026,"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":0.6600949168205261},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.648288905620575},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6368170976638794},{"id":"https://openalex.org/keywords/safer","display_name":"SAFER","score":0.5555131435394287},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.47341400384902954},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.45622050762176514},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.35983413457870483},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2314324975013733},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1407163441181183}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6600949168205261},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.648288905620575},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6368170976638794},{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.5555131435394287},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.47341400384902954},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.45622050762176514},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.35983413457870483},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2314324975013733},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1407163441181183},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3658644.3691416","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658644.3691416","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3691416","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3658644.3691416","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658644.3691416","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3691416","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7105982241","display_name":"REU Site: Smart and Secure Future Computing","funder_award_id":"2244424","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405181211.pdf","grobid_xml":"https://content.openalex.org/works/W4405181211.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W1489391022","https://openalex.org/W4392503799"],"related_works":["https://openalex.org/W4230063333","https://openalex.org/W4238355463","https://openalex.org/W1498800420","https://openalex.org/W1515663861","https://openalex.org/W2085855985","https://openalex.org/W2042788600","https://openalex.org/W2007572891","https://openalex.org/W3013707207","https://openalex.org/W2108420737","https://openalex.org/W2775420868"],"abstract_inverted_index":{"The":[0],"integration":[1],"of":[2,18,35,38,57,73,127,134],"large":[3],"language":[4],"models":[5],"(LLMs)":[6],"in":[7,50,111],"smart":[8,25,39,135],"home":[9,26,40],"systems":[10],"holds":[11],"significant":[12],"promise":[13],"for":[14,59],"automating":[15],"the":[16,55,71,103,122,125,130],"generation":[17],"Trigger-Action":[19],"Programming":[20],"(TAP)":[21],"rules,":[22,85],"potentially":[23],"streamlining":[24],"user":[27],"experiences":[28],"and":[29,43,63,69,82,90,109,129],"enhancing":[30,106],"convenience.":[31],"However,":[32],"LLMs":[33,128],"lack":[34],"holistic":[36],"view":[37],"IoT":[41,136],"deployments":[42],"may":[44],"introduce":[45],"TAP":[46,61,74],"rules":[47,62,75],"that":[48],"result":[49],"hazards.":[51],"This":[52],"paper":[53],"explores":[54],"application":[56],"LLM":[58],"generating":[60,112],"applying":[64],"formal":[65],"verification":[66],"to":[67,88,101,120],"validate":[68],"ensure":[70],"safety":[72,110],"generated":[76],"by":[77],"LLMs.":[78],"By":[79],"systematically":[80],"analyzing":[81],"verifying":[83],"these":[84],"we":[86,96,118],"aim":[87],"identify":[89],"mitigate":[91],"potential":[92],"security":[93,132],"vulnerabilities.":[94],"Furthermore,":[95],"propose":[97],"a":[98,139],"feedback":[99],"mechanism":[100],"refine":[102],"LLM's":[104],"output,":[105],"its":[107],"reliability":[108],"automation":[113,141],"rules.":[114],"Through":[115],"this":[116],"approach,":[117],"seek":[119],"bridge":[121],"gap":[123],"between":[124],"efficiency":[126],"stringent":[131],"requirements":[133],"systems,":[137],"fostering":[138],"safer":[140],"environment.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}