{"id":"https://openalex.org/W4385764110","doi":"https://doi.org/10.24963/ijcai.2023/675","title":"Preventing Attacks in Interbank Credit Rating with Selective-aware Graph Neural Network","display_name":"Preventing Attacks in Interbank Credit Rating with Selective-aware Graph Neural Network","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385764110","doi":"https://doi.org/10.24963/ijcai.2023/675"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2023/675","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/675","pdf_url":"https://www.ijcai.org/proceedings/2023/0675.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2023/0675.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100738704","display_name":"Junyi Liu","orcid":"https://orcid.org/0000-0001-9095-8404"},"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":"Junyi Liu","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University","Shanghai Artificial Intelligence Laboratory","Department of Computer Science and Technology, Tongji University; Shanghai Artificial Intelligence Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University; Shanghai Artificial Intelligence Laboratory","institution_ids":["https://openalex.org/I116953780","https://openalex.org/I4391012619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069869295","display_name":"Dawei Cheng","orcid":"https://orcid.org/0000-0002-5877-7387"},"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/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"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":"Dawei Cheng","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University","Key Laboratory of Artificial Intelligence, Ministry of Education","Shanghai Artificial Intelligence Laboratory","Department of Computer Science and Technology, Tongji University; Key Laboratory of Artificial Intelligence, Ministry of Education; Shanghai Artificial Intelligence Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Key Laboratory of Artificial Intelligence, Ministry of Education","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University; Key Laboratory of Artificial Intelligence, Ministry of Education; Shanghai Artificial Intelligence Laboratory","institution_ids":["https://openalex.org/I116953780","https://openalex.org/I4391012619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066099338","display_name":"Changjun Jiang","orcid":"https://orcid.org/0000-0003-0637-9317"},"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":"Changjun Jiang","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University","Shanghai Artificial Intelligence Laboratory","Department of Computer Science and Technology, Tongji University; Shanghai Artificial Intelligence Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University; Shanghai Artificial Intelligence Laboratory","institution_ids":["https://openalex.org/I116953780","https://openalex.org/I4391012619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6135,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.91853658,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"6085","last_page":"6093"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9814000129699707,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9814000129699707,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6010910272598267},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5362462401390076},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5352718234062195},{"id":"https://openalex.org/keywords/credit-rating","display_name":"Credit rating","score":0.48358792066574097},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.41690075397491455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36201584339141846},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35616230964660645},{"id":"https://openalex.org/keywords/actuarial-science","display_name":"Actuarial science","score":0.23589250445365906},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2358059287071228},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.22915983200073242},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.08844876289367676}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6010910272598267},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5362462401390076},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5352718234062195},{"id":"https://openalex.org/C205208723","wikidata":"https://www.wikidata.org/wiki/Q372765","display_name":"Credit rating","level":2,"score":0.48358792066574097},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.41690075397491455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36201584339141846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35616230964660645},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.23589250445365906},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2358059287071228},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.22915983200073242},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.08844876289367676}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2023/675","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/675","pdf_url":"https://www.ijcai.org/proceedings/2023/0675.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2023/675","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/675","pdf_url":"https://www.ijcai.org/proceedings/2023/0675.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5722224901","display_name":null,"funder_award_id":"62102287","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"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385764110.pdf","grobid_xml":"https://content.openalex.org/works/W4385764110.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1577925248","https://openalex.org/W1591571562","https://openalex.org/W1638615286","https://openalex.org/W2003670180","https://openalex.org/W2011549177","https://openalex.org/W2081180521","https://openalex.org/W2102643711","https://openalex.org/W2130354913","https://openalex.org/W2169951764","https://openalex.org/W2605906643","https://openalex.org/W2803678876","https://openalex.org/W2803831897","https://openalex.org/W2908442265","https://openalex.org/W2916020747","https://openalex.org/W2949208225","https://openalex.org/W2964015378","https://openalex.org/W2964283260","https://openalex.org/W2964583308","https://openalex.org/W2966149470","https://openalex.org/W2966295008","https://openalex.org/W2994598354","https://openalex.org/W2997633090","https://openalex.org/W3022120663","https://openalex.org/W3026160437","https://openalex.org/W3034563984","https://openalex.org/W3035587851","https://openalex.org/W3046234331","https://openalex.org/W3081203761","https://openalex.org/W3119510601","https://openalex.org/W3121350381","https://openalex.org/W3125937559","https://openalex.org/W3175387598","https://openalex.org/W3182350536","https://openalex.org/W4211013954","https://openalex.org/W4220759569","https://openalex.org/W4284972079","https://openalex.org/W4287811112","https://openalex.org/W4297733535","https://openalex.org/W4299378339","https://openalex.org/W4312336722","https://openalex.org/W6759363029","https://openalex.org/W6863631769"],"related_works":["https://openalex.org/W1468354382","https://openalex.org/W2356651304","https://openalex.org/W2295569910","https://openalex.org/W2903661222","https://openalex.org/W2335664746","https://openalex.org/W1995044330","https://openalex.org/W3205550944","https://openalex.org/W3124149363","https://openalex.org/W2758303342","https://openalex.org/W2379504307"],"abstract_inverted_index":{"Accurately":[0],"credit":[1,74,159],"rating":[2,30,75,83,160],"on":[3,43,121,135],"Interbank":[4,73,139],"assets":[5],"is":[6],"essential":[7],"for":[8,70],"a":[9,34,62,96],"healthy":[10],"financial":[11,52],"environment":[12],"and":[13,89,146],"substantial":[14],"economic":[15,45],"development.":[16],"But":[17],"individual":[18],"participants":[19],"tend":[20],"to":[21,27,32,102],"provide":[22],"manipulated":[23],"information":[24,84],"in":[25,57,157],"order":[26],"attack":[28],"the":[29,44,49,72,82,105,116,122,127,131,150,164],"model":[31,68,101,117,128],"produce":[33],"higher":[35],"score,":[36],"which":[37],"may":[38],"conduct":[39],"serious":[40],"adverse":[41],"effects":[42],"system,":[46],"such":[47],"as":[48],"2008":[50],"global":[51],"crisis.":[53],"To":[54],"this":[55,58],"end,":[56],"paper,":[59],"we":[60,79,94,114],"propose":[61],"novel":[63],"selective-aware":[64,97],"graph":[65,99],"neural":[66,100],"network":[67],"(SA-GNN)":[69],"defense":[71,98],"attacks.":[76,92],"In":[77],"particular,":[78],"first":[80],"simulate":[81],"manipulating":[85],"process":[86],"by":[87],"structural":[88],"feature":[90],"poisoning":[91,106],"Then":[93],"build":[95],"adaptively":[103],"prioritize":[104],"training":[107],"data":[108],"with":[109,118,141,163],"Bernoulli":[110],"distribution":[111],"similarities.":[112],"Finally,":[113],"optimize":[115],"weighed":[119],"penalization":[120],"objection":[123],"function":[124],"so":[125],"that":[126],"could":[129],"differentiate":[130],"attackers.":[132],"Extensive":[133],"experiments":[134],"our":[136,154],"collected":[137],"real-world":[138],"dataset,":[140],"over":[142],"20":[143],"thousand":[144],"banks":[145],"their":[147],"relations,":[148],"demonstrate":[149],"superior":[151],"performance":[152],"of":[153],"proposed":[155],"method":[156],"preventing":[158],"attacks":[161],"compared":[162],"state-of-the-art":[165],"baselines.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
