{"id":"https://openalex.org/W4402353831","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650118","title":"Cross-Task Attack: A Self-Supervision Generative Framework Based on Attention Shift","display_name":"Cross-Task Attack: A Self-Supervision Generative Framework Based on Attention Shift","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4402353831","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650118"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn60899.2024.10650118","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn60899.2024.10650118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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":null,"display_name":"Qingyuan Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingyuan Zeng","raw_affiliation_strings":["Xiamen University,Institute of Artificial Intelligence,Fujian,China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Institute of Artificial Intelligence,Fujian,China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026737465","display_name":"Yunpeng Gong","orcid":"https://orcid.org/0000-0002-6498-2555"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunpeng Gong","raw_affiliation_strings":["Xiamen University,School of Informatics,Fujian,China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,School of Informatics,Fujian,China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017961841","display_name":"Min Jiang","orcid":"https://orcid.org/0000-0003-2946-6974"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Jiang","raw_affiliation_strings":["Xiamen University,School of Informatics,Fujian,China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,School of Informatics,Fujian,China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I191208505"],"apc_list":null,"apc_paid":null,"fwci":1.866,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86418858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10416","display_name":"Traumatic Brain Injury Research","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10416","display_name":"Traumatic Brain Injury Research","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13471","display_name":"Cognitive Functions and Memory","score":0.960099995136261,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9034000039100647,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7099370956420898},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6958003044128418},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6677852272987366},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39026546478271484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3238007426261902},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10622945427894592},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07025176286697388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7099370956420898},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6958003044128418},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6677852272987366},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39026546478271484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3238007426261902},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10622945427894592},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07025176286697388}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn60899.2024.10650118","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn60899.2024.10650118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1686810756","https://openalex.org/W1903029394","https://openalex.org/W1945616565","https://openalex.org/W2243397390","https://openalex.org/W2344824106","https://openalex.org/W2508156266","https://openalex.org/W2543927648","https://openalex.org/W2583496274","https://openalex.org/W2620038827","https://openalex.org/W2765424254","https://openalex.org/W2774644650","https://openalex.org/W2787091153","https://openalex.org/W2885039223","https://openalex.org/W2950689937","https://openalex.org/W2962847335","https://openalex.org/W2962858109","https://openalex.org/W2963047332","https://openalex.org/W2963389226","https://openalex.org/W2963739340","https://openalex.org/W2964350391","https://openalex.org/W2969542116","https://openalex.org/W2976752987","https://openalex.org/W3035579498","https://openalex.org/W3037258640","https://openalex.org/W3087474410","https://openalex.org/W3099100043","https://openalex.org/W3103557498","https://openalex.org/W3107320893","https://openalex.org/W3135793940","https://openalex.org/W3161752261","https://openalex.org/W3171288285","https://openalex.org/W3185095134","https://openalex.org/W3208993340","https://openalex.org/W3214728273","https://openalex.org/W4246399668","https://openalex.org/W4280520013","https://openalex.org/W4287372684","https://openalex.org/W4292794003","https://openalex.org/W4293062122","https://openalex.org/W4312648479","https://openalex.org/W4313172341","https://openalex.org/W4390493188","https://openalex.org/W4391047259","https://openalex.org/W4391124025","https://openalex.org/W6620707391","https://openalex.org/W6725508424"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4385572368","https://openalex.org/W3196817267"],"abstract_inverted_index":{"Studying":[0],"adversarial":[1,22,117,189],"attacks":[2,49,66],"on":[3,27,173],"artificial":[4,39],"intelligence":[5,40],"(AI)":[6],"systems":[7],"helps":[8],"discover":[9],"model":[10],"shortcomings,":[11],"enabling":[12],"the":[13,35,47,74,78,85,90,120,124,135,139,153,160,166,178,182,185],"construction":[14],"of":[15,38,46,81,156,184],"a":[16,43,53,57,102],"more":[17],"robust":[18],"system.":[19,62],"Most":[20],"existing":[21,48],"attack":[23],"methods":[24],"only":[25],"concentrate":[26],"single-task":[28,31],"single-model":[29],"or":[30],"cross-model":[32],"scenarios,":[33],"overlooking":[34],"multi-task":[36],"characteristic":[37],"systems.":[41],"As":[42],"result,":[44],"most":[45],"do":[50],"not":[51],"pose":[52],"practical":[54],"threat":[55],"to":[56,73,114,126,165],"comprehensive":[58],"and":[59,70,88,111,163,177],"collaborative":[60],"AI":[61],"However,":[63],"implementing":[64],"cross-task":[65,116,149],"is":[67],"highly":[68],"demanding":[69],"challenging":[71],"due":[72],"difficulty":[75],"in":[76],"obtaining":[77],"real":[79],"labels":[80],"different":[82,94,128,142],"tasks":[83,176],"for":[84,188],"same":[86],"picture":[87],"harmonizing":[89],"loss":[91],"functions":[92],"across":[93],"tasks.":[95],"To":[96],"address":[97],"this":[98],"issue,":[99],"we":[100],"propose":[101],"self-supervised":[103],"Cross-Task":[104],"Attack":[105],"framework":[106],"(CTA),":[107],"which":[108,127],"utilizes":[109],"co-attention":[110,121,161],"anti-attention":[112,136,167],"maps":[113],"generate":[115],"perturbation.":[118],"Specifically,":[119],"map":[122,137,162],"reflects":[123,138],"area":[125,140,155],"visual":[129,143],"task":[130,144],"models":[131,145],"pay":[132],"attention,":[133],"while":[134],"that":[141],"neglect.":[146],"CTA":[147],"generates":[148],"perturbations":[150],"by":[151],"shifting":[152],"attention":[154],"samples":[157],"away":[158],"from":[159],"closer":[164],"map.":[168],"We":[169],"conduct":[170],"extensive":[171],"experiments":[172],"multiple":[174],"vision":[175],"experimental":[179],"results":[180],"confirm":[181],"effectiveness":[183],"proposed":[186],"design":[187],"attacks.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
