{"id":"https://openalex.org/W4410049250","doi":"https://doi.org/10.1145/3722573.3727831","title":"Uncertainty Quantification and Data Provenance for Data Pipeline Security Analysis","display_name":"Uncertainty Quantification and Data Provenance for Data Pipeline Security Analysis","publication_year":2025,"publication_date":"2025-05-03","ids":{"openalex":"https://openalex.org/W4410049250","doi":"https://doi.org/10.1145/3722573.3727831"},"language":"en","primary_location":{"id":"doi:10.1145/3722573.3727831","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3722573.3727831","pdf_url":null,"source":null,"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Workshop on Design Automation for CPS and IoT","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3722573.3727831","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117419831","display_name":"Alberta Dadeboe","orcid":"https://orcid.org/0000-0002-5464-7681"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alberta Dadeboe","raw_affiliation_strings":["Virginia Tech, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Virginia, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117419832","display_name":"Farzaneh Mansourifard","orcid":"https://orcid.org/0000-0003-0387-0792"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Farzaneh Mansourifard","raw_affiliation_strings":["Thinksense, Inc., Virginia, USA"],"affiliations":[{"raw_affiliation_string":"Thinksense, Inc., Virginia, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008074294","display_name":"Shridatt Sugrim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shridatt Sugrim","raw_affiliation_strings":["A2Labs, LLC, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"A2Labs, LLC, Virginia, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5117419831"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":4.1351,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.93490662,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/provenance","display_name":"Provenance","score":0.7171993255615234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6688008308410645},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6303523182868958},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.383573442697525},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35170042514801025},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20656561851501465},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08967700600624084}],"concepts":[{"id":"https://openalex.org/C2780049196","wikidata":"https://www.wikidata.org/wiki/Q23582628","display_name":"Provenance","level":2,"score":0.7171993255615234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6688008308410645},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6303523182868958},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.383573442697525},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35170042514801025},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20656561851501465},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08967700600624084},{"id":"https://openalex.org/C5900021","wikidata":"https://www.wikidata.org/wiki/Q163082","display_name":"Petrology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3722573.3727831","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3722573.3727831","pdf_url":null,"source":null,"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Workshop on Design Automation for CPS and IoT","raw_type":"proceedings-article"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/136981","is_oa":false,"landing_page_url":"https://hdl.handle.net/10919/136981","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1145/3722573.3727831","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3722573.3727831","pdf_url":null,"source":null,"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Workshop on Design Automation for CPS and IoT","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1480151146","https://openalex.org/W1536719639","https://openalex.org/W4230222993","https://openalex.org/W4252491250","https://openalex.org/W4255375128","https://openalex.org/W4390044127","https://openalex.org/W6922120124"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2354627941","https://openalex.org/W2347483153","https://openalex.org/W2353379336","https://openalex.org/W2379683085","https://openalex.org/W2363868702","https://openalex.org/W2374448931","https://openalex.org/W2376723740"],"abstract_inverted_index":{"Ensuring":[0],"data":[1,24],"integrity":[2],"and":[3,14,41,61],"reliability":[4],"is":[5],"essential":[6],"for":[7,48],"real-world":[8],"applications,":[9],"especially":[10],"in":[11],"automated":[12],"decision-making":[13],"anomaly":[15],"detection":[16],"systems.":[17],"In":[18],"this":[19],"study,":[20],"we":[21],"introduce":[22],"a":[23,45],"pipeline":[25,49],"augmentation":[26],"tool":[27],"that":[28],"combines":[29],"Uncertainty":[30],"Quantification":[31],"(UQ)":[32],"techniques":[33],"with":[34],"Data":[35],"Provenance":[36],"Tracking":[37],"to":[38],"detect":[39],"anomalies":[40],"shifts.":[42],"By":[43],"leveraging":[44],"task":[46],"runner":[47],"orchestration,":[50],"our":[51],"approach":[52],"ensures":[53],"scalable,":[54],"fault-tolerant":[55],"execution":[56],"while":[57],"maintaining":[58],"full":[59],"traceability":[60],"monitoring":[62],"at":[63],"each":[64],"processing":[65],"stage.":[66]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}