{"id":"https://openalex.org/W4210622448","doi":"https://doi.org/10.1109/tai.2022.3145335","title":"Attacks on Data-Driven Process Monitoring Systems: Subspace Transfer Networks","display_name":"Attacks on Data-Driven Process Monitoring Systems: Subspace Transfer Networks","publication_year":2022,"publication_date":"2022-01-25","ids":{"openalex":"https://openalex.org/W4210622448","doi":"https://doi.org/10.1109/tai.2022.3145335"},"language":"en","primary_location":{"id":"doi:10.1109/tai.2022.3145335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2022.3145335","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial Intelligence","raw_type":"journal-article"},"type":"article","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/A5012291182","display_name":"Xiaoyu Jiang","orcid":"https://orcid.org/0000-0003-4170-5579"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyu Jiang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, Institute of Industrial Process Control, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, Institute of Industrial Process Control, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I4391767838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067726465","display_name":"Zhiqiang Ge","orcid":"https://orcid.org/0000-0002-2071-4380"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Ge","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, Institute of Industrial Process Control, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, Institute of Industrial Process Control, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I4391767838"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012291182"],"corresponding_institution_ids":["https://openalex.org/I4391767838","https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":1.8567,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.87196745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"3","issue":"3","first_page":"470","last_page":"484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.996999979019165,"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":0.996999979019165,"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/T11515","display_name":"Bacillus and Francisella bacterial research","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9824000000953674,"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/adversarial-system","display_name":"Adversarial system","score":0.6875697374343872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.627035915851593},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.591401994228363},{"id":"https://openalex.org/keywords/industrial-control-system","display_name":"Industrial control system","score":0.5873570442199707},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5819510221481323},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.4700896739959717},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4339360296726227},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.42939502000808716},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4096374809741974},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3961170017719269},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1997680366039276},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1602420210838318},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1509075164794922},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1475602090358734}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6875697374343872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.627035915851593},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.591401994228363},{"id":"https://openalex.org/C40071531","wikidata":"https://www.wikidata.org/wiki/Q2513962","display_name":"Industrial control system","level":3,"score":0.5873570442199707},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5819510221481323},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.4700896739959717},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4339360296726227},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.42939502000808716},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4096374809741974},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3961170017719269},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1997680366039276},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1602420210838318},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1509075164794922},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1475602090358734},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tai.2022.3145335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2022.3145335","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G4554164857","display_name":null,"funder_award_id":"LR18 F030001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G5209165107","display_name":null,"funder_award_id":"62103362","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7765561596","display_name":null,"funder_award_id":"62003300","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8062479867","display_name":null,"funder_award_id":"92167106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1587559447","https://openalex.org/W1892079978","https://openalex.org/W1945616565","https://openalex.org/W1965733010","https://openalex.org/W1966863755","https://openalex.org/W2029747079","https://openalex.org/W2055124586","https://openalex.org/W2100495367","https://openalex.org/W2125027820","https://openalex.org/W2169347809","https://openalex.org/W2243397390","https://openalex.org/W2272781217","https://openalex.org/W2322097696","https://openalex.org/W2618410756","https://openalex.org/W2794223277","https://openalex.org/W2809162650","https://openalex.org/W2889017122","https://openalex.org/W2963178695","https://openalex.org/W2963389226","https://openalex.org/W2963542245","https://openalex.org/W2963857521","https://openalex.org/W2997532515","https://openalex.org/W2997574889","https://openalex.org/W2997914572","https://openalex.org/W3010052560","https://openalex.org/W3030057993","https://openalex.org/W3030910917","https://openalex.org/W3034654297","https://openalex.org/W3098757341","https://openalex.org/W3119781401","https://openalex.org/W3123899295","https://openalex.org/W3157761116","https://openalex.org/W3165768573","https://openalex.org/W3165880105","https://openalex.org/W3194094779","https://openalex.org/W4206279568","https://openalex.org/W4298140072","https://openalex.org/W6640425456","https://openalex.org/W6681096077","https://openalex.org/W6729756640","https://openalex.org/W6750462152"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W4246396837","https://openalex.org/W2482350142","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4288019534","https://openalex.org/W4310988119"],"abstract_inverted_index":{"With":[0],"the":[1,10,15,25,38,65,70,73,80,84,115,119,153],"rapid":[2],"development":[3],"of":[4,9,18,28,36,58,83,147],"information":[5,26],"technology,":[6],"intelligent":[7],"upgrading":[8],"manufacturing":[11],"industry":[12],"has":[13,30],"broken":[14],"closed":[16],"environment":[17],"traditional":[19],"industrial":[20,160],"control":[21],"systems":[22],"(ICS);":[23],"thus,":[24],"security":[27],"ICS":[29,62,75],"been":[31,52],"seriously":[32],"threatened.":[33],"As":[34],"part":[35],"ICS,":[37],"process":[39],"monitoring":[40],"system":[41],"(PMS)":[42],"is":[43,67,106,123,156],"heavily":[44],"subject":[45],"to":[46,60,108,127],"external":[47],"risks.":[48],"Data-driven":[49],"PMSs":[50],"have":[51,86],"widely":[53],"used":[54],"as":[55],"initial":[56],"lines":[57],"defense":[59],"ensure":[61],"safety.":[63],"Once":[64],"PMS":[66,85,116],"under":[68],"attack,":[69],"consequences":[71],"on":[72,114,135],"whole":[74],"will":[76],"be":[77],"unimaginable.":[78],"Unfortunately,":[79],"safety":[81],"issues":[82],"received":[87],"inadequate":[88],"attention.":[89],"This":[90],"article":[91],"reveals":[92],"PMS\u2019s":[93,154],"vulnerabilities":[94],"through":[95],"effective":[96],"attacks.":[97],"A":[98],"novel":[99],"method":[100],"called":[101],"subspace":[102],"transfer":[103],"network":[104],"(STN)":[105],"proposed":[107],"conduct":[109],"adversarial":[110,130],"and":[111,125,132,144],"poisoning":[112,134,141],"attacks":[113,131,146],"simultaneously.":[117],"Then":[118],"attack":[120],"task":[121],"flow":[122],"defined":[124],"explained":[126],"make":[128],"online":[129],"data":[133],"PMS.":[136],"Meanwhile,":[137],"aiming":[138],"at":[139],"two":[140,159],"goals,":[142],"targeted":[143],"untargeted":[145],"STN":[148],"are":[149],"designed,":[150],"respectively.":[151],"Finally,":[152],"fragility":[155],"verified":[157],"in":[158],"benchmarks.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
