{"id":"https://openalex.org/W4390773608","doi":"https://doi.org/10.1109/tii.2023.3337364","title":"Support-Sample-Assisted Domain Generalization via Attacks and Defenses: Concepts, Algorithms, and Applications to Pipeline Fault Diagnosis","display_name":"Support-Sample-Assisted Domain Generalization via Attacks and Defenses: Concepts, Algorithms, and Applications to Pipeline Fault Diagnosis","publication_year":2024,"publication_date":"2024-01-09","ids":{"openalex":"https://openalex.org/W4390773608","doi":"https://doi.org/10.1109/tii.2023.3337364"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2023.3337364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3337364","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://bura.brunel.ac.uk/bitstream/2438/28578/3/FullText.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046553747","display_name":"Chuang Wang","orcid":"https://orcid.org/0000-0001-8938-9312"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuang Wang","raw_affiliation_strings":["Sanya Offshore Oil and Gas Research Institute, Northeast Petroleum University, Sanya, China","Artificial Intelligence Energy Research Institute, Heilongjiang Provincial Key Laboratory of Networking and Intelligent Control, Northeast Petroleum University, Daqing, China"],"raw_orcid":"https://orcid.org/0000-0001-8938-9312","affiliations":[{"raw_affiliation_string":"Sanya Offshore Oil and Gas Research Institute, Northeast Petroleum University, Sanya, China","institution_ids":["https://openalex.org/I921716337"]},{"raw_affiliation_string":"Artificial Intelligence Energy Research Institute, Heilongjiang Provincial Key Laboratory of Networking and Intelligent Control, Northeast Petroleum University, Daqing, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100699858","display_name":"Zidong Wang","orcid":"https://orcid.org/0000-0002-9576-7401"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zidong Wang","raw_affiliation_strings":["Department of Computer Science, Brunel University London, Uxbridge, Middlesex, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9576-7401","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brunel University London, Uxbridge, Middlesex, U.K","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025515104","display_name":"Qinyuan Liu","orcid":"https://orcid.org/0000-0002-0170-3651"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391012619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinyuan Liu","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China","Shanghai Artificial Intelligence Laboratory, Shanghai, China","Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0170-3651","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]},{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064660687","display_name":"Hongli Dong","orcid":"https://orcid.org/0000-0001-8531-6757"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongli Dong","raw_affiliation_strings":["Sanya Offshore Oil and Gas Research Institute, Northeast Petroleum University, Sanya, China","Artificial Intelligence Energy Research Institute, Heilongjiang Provincial Key Laboratory of Networking and Intelligent Control, Northeast Petroleum University, Daqing, China"],"raw_orcid":"https://orcid.org/0000-0001-8531-6757","affiliations":[{"raw_affiliation_string":"Sanya Offshore Oil and Gas Research Institute, Northeast Petroleum University, Sanya, China","institution_ids":["https://openalex.org/I921716337"]},{"raw_affiliation_string":"Artificial Intelligence Energy Research Institute, Heilongjiang Provincial Key Laboratory of Networking and Intelligent Control, Northeast Petroleum University, Daqing, China","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019915591","display_name":"Weiguo Sheng","orcid":"https://orcid.org/0000-0001-9680-5126"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Sheng","raw_affiliation_strings":["School of Information Science and Engineering, Hangzhou Normal University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9680-5126","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.303,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.9748018,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"20","issue":"4","first_page":"6413","last_page":"6423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9933000206947327,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9933000206947327,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9896000027656555,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6997130513191223},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6955975294113159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5939844250679016},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.521202027797699},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.48195287585258484},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.475965678691864},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4281372129917145},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38476720452308655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3252304196357727},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1406915783882141}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6997130513191223},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6955975294113159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5939844250679016},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.521202027797699},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.48195287585258484},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.475965678691864},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4281372129917145},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38476720452308655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3252304196357727},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1406915783882141},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2023.3337364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3337364","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/28578","is_oa":true,"landing_page_url":"https://bura.brunel.ac.uk/handle/2438/28578","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/28578/3/FullText.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:bura.brunel.ac.uk:2438/28578","is_oa":true,"landing_page_url":"https://bura.brunel.ac.uk/handle/2438/28578","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/28578/3/FullText.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G3066835647","display_name":null,"funder_award_id":"U21A2019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5705614575","display_name":null,"funder_award_id":"61933007","funder_id":"https://openalex.org/F4320308269","funder_display_name":"Alexander von Humboldt-Stiftung"},{"id":"https://openalex.org/G7520588270","display_name":"\u7f51\u7edc\u653b\u51fb\u60c5\u5f62\u4e0b\u77ff\u5c71\u7269\u7406\u4fe1\u606f\u878d\u5408\u7cfb\u7edf\u7684\u5206\u5e03\u5f0f\u6545\u969c\u8bca\u65ad\u7814\u7a76","funder_award_id":"61933007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G828396987","display_name":null,"funder_award_id":"62222312","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390773608.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1945616565","https://openalex.org/W2774644650","https://openalex.org/W2963043696","https://openalex.org/W2963217615","https://openalex.org/W2963542245","https://openalex.org/W2964288524","https://openalex.org/W2998115938","https://openalex.org/W3133542152","https://openalex.org/W3198731329","https://openalex.org/W3210944650","https://openalex.org/W4200179031","https://openalex.org/W4213416527","https://openalex.org/W4213436958","https://openalex.org/W4220864965","https://openalex.org/W4224280979","https://openalex.org/W4282914201","https://openalex.org/W4285200947","https://openalex.org/W4288054906","https://openalex.org/W4288770702","https://openalex.org/W4293731558","https://openalex.org/W4293846201","https://openalex.org/W4308822543","https://openalex.org/W4321033087","https://openalex.org/W4321479797","https://openalex.org/W4378219617","https://openalex.org/W4378805132","https://openalex.org/W4380264255","https://openalex.org/W4383752726","https://openalex.org/W6640425456","https://openalex.org/W6734335776","https://openalex.org/W6771271773","https://openalex.org/W6840458696"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W43109613","https://openalex.org/W2359952343","https://openalex.org/W2239445980","https://openalex.org/W3037187668","https://openalex.org/W2080152487","https://openalex.org/W3083152911","https://openalex.org/W2948848350"],"abstract_inverted_index":{"This":[0,84],"article":[1],"is":[2,30,74,114],"concerned":[3],"with":[4,101],"domain":[5,43],"generalization":[6],"(DG),":[7],"a":[8,34,56,87,111,129,165],"practical":[9],"yet":[10],"challenging":[11],"scenario":[12],"in":[13,23,106],"transfer":[14],"learning":[15,33],"where":[16],"the":[17,41,48,68,78,107,121,141],"target":[18,79],"data":[19],"are":[20,95],"not":[21],"available":[22],"advance.":[24],"The":[25],"key":[26],"insight":[27],"of":[28,140],"DG":[29,162,170],"focused":[31],"on":[32,151],"robust":[35],"model":[36,108],"that":[37,157],"can":[38],"generalize":[39],"to":[40,76,97,116,145],"unseen":[42,135],"by":[44],"leveraging":[45],"knowledge":[46],"from":[47,120],"source":[49],"domain.":[50],"To":[51],"this":[52],"end,":[53],"we":[54],"propose":[55],"novel":[57],"algorithm":[58],"known":[59],"as":[60],"support-sample-assisted":[61],"Adversarial":[62],"Attacks":[63],"(SSAA)":[64],"for":[65,168],"DG.":[66],"In":[67],"SSAA":[69,158],"algorithm,":[70],"an":[71,138],"attack\u2013defense":[72],"strategy":[73,85],"deployed":[75],"enhance":[77],"model's":[80],"generalizability":[81],"and":[82],"transferability.":[83],"includes":[86],"nontargeted":[88],"attack":[89,93,123],"stage,":[90,110],"during":[91],"which":[92],"samples":[94,119,127],"generated":[96,122],"form":[98,128],"pseudotarget":[99],"domains":[100],"near-realistic":[102],"covariate":[103],"shifts.":[104],"Subsequently,":[105],"defense":[109],"biclassifier":[112],"structure":[113],"used":[115],"distinguish":[117],"support":[118,126],"samples.":[124,148],"These":[125],"new":[130],"decision":[131,143],"boundary":[132,144],"encompassing":[133],"all":[134],"samples,":[136],"prompting":[137],"extension":[139],"existing":[142],"meet":[146],"these":[147],"Experimental":[149],"results":[150],"cross-domain":[152],"fault":[153],"diagnosis":[154],"tasks":[155],"suggest":[156],"outperforms":[159],"current":[160],"state-of-the-art":[161],"methods,":[163],"indicating":[164],"promising":[166],"avenue":[167],"further":[169],"development.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
