{"id":"https://openalex.org/W4385801219","doi":"https://doi.org/10.1109/vtc2023-spring57618.2023.10199881","title":"Adversarial Reprogramming as Natural Multitask and Compression Enabler","display_name":"Adversarial Reprogramming as Natural Multitask and Compression Enabler","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4385801219","doi":"https://doi.org/10.1109/vtc2023-spring57618.2023.10199881"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2023-spring57618.2023.10199881","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vtc2023-spring57618.2023.10199881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5091846409","display_name":"Syahidah Izza Rufaida","orcid":"https://orcid.org/0000-0002-6610-5716"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]},{"id":"https://openalex.org/I49645291","display_name":"National Taipei University of Education","ror":"https://ror.org/02bzpph30","country_code":"TW","type":"education","lineage":["https://openalex.org/I49645291"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Syahidah Izza Rufaida","raw_affiliation_strings":["NTUST,Electronic and Computer Engineering,Taipei,Taiwan","Electronic and Computer Engineering, NTUST, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTUST,Electronic and Computer Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I49645291"]},{"raw_affiliation_string":"Electronic and Computer Engineering, NTUST, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059627549","display_name":"Jenq\u2010Shiou Leu","orcid":"https://orcid.org/0000-0001-7197-9912"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]},{"id":"https://openalex.org/I49645291","display_name":"National Taipei University of Education","ror":"https://ror.org/02bzpph30","country_code":"TW","type":"education","lineage":["https://openalex.org/I49645291"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jenq-Shiou Leu","raw_affiliation_strings":["NTUST,Electronic and Computer Engineering,Taipei,Taiwan","Electronic and Computer Engineering, NTUST, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTUST,Electronic and Computer Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I49645291"]},{"raw_affiliation_string":"Electronic and Computer Engineering, NTUST, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9991999864578247,"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":0.9991999864578247,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9190000295639038,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8142350316047668},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7215054631233215},{"id":"https://openalex.org/keywords/repurposing","display_name":"Repurposing","score":0.6652863025665283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.664126455783844},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6270254254341125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5392844080924988},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5128253102302551},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4679113030433655},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.448571115732193},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10340955853462219}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8142350316047668},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7215054631233215},{"id":"https://openalex.org/C519536355","wikidata":"https://www.wikidata.org/wiki/Q21021151","display_name":"Repurposing","level":2,"score":0.6652863025665283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.664126455783844},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6270254254341125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5392844080924988},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5128253102302551},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4679113030433655},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.448571115732193},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10340955853462219},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2023-spring57618.2023.10199881","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vtc2023-spring57618.2023.10199881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W9657784","https://openalex.org/W1945616565","https://openalex.org/W2108598243","https://openalex.org/W2180612164","https://openalex.org/W2243397390","https://openalex.org/W2251939518","https://openalex.org/W2902986194","https://openalex.org/W2925894865","https://openalex.org/W2963542245","https://openalex.org/W3049353540","https://openalex.org/W3145444543","https://openalex.org/W4213328902","https://openalex.org/W4282040455","https://openalex.org/W4298312696","https://openalex.org/W4311661959","https://openalex.org/W4322096429","https://openalex.org/W6600428322","https://openalex.org/W6640425456","https://openalex.org/W6691459498","https://openalex.org/W6719080892","https://openalex.org/W6752946794","https://openalex.org/W6793164127","https://openalex.org/W6838982716","https://openalex.org/W6849831930"],"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":{"Deep":[0],"learning":[1],"models":[2,85],"that":[3,72,128],"exceed":[4],"human":[5],"capability":[6,24],"are":[7],"also":[8,64,137],"pruned":[9],"to":[10,51],"error":[11],"when":[12],"facing":[13],"adversarial":[14,19,61,93,113],"attacks.":[15],"Recent":[16],"works":[17],"on":[18,104,119,141],"reprogramming":[20,62,94,114],"have":[21],"unleashed":[22],"the":[23,35,43,110,139,153],"of":[25,45,82,122],"repurposing":[26,46],"a":[27,47,66,69,87,101,105,123,126,142],"machine-learning":[28,49],"model":[29,36,50,80,102,127,154],"for":[30],"another":[31],"task":[32],"without":[33,151],"changing":[34,152],"parameters.":[37],"In":[38,59,90],"this":[39],"paper,":[40],"we":[41],"prove":[42],"possibility":[44],"single":[48,88],"solve":[52],"multiple":[53,83],"tasks":[54],"by":[55,76],"adding":[56],"adversarial-reprogramming":[57],"functions.":[58],"addition,":[60],"can":[63,95,115],"be":[65],"solution":[67],"in":[68,86,109],"memory-limited":[70],"device":[71],"saves":[73],"more":[74],"space":[75],"storing":[77],"only":[78],"one":[79],"instead":[81],"task-specific":[84],"device.":[89],"our":[91],"experiment,":[92],"achieve":[96,148],"95%":[97],"accuracy":[98,118,150],"prediction":[99],"from":[100],"trained":[103],"different":[106],"domain.":[107],"Even":[108],"cross-model":[111],"type,":[112],"perform":[116],"83%":[117],"sentiment":[120],"analysis":[121],"sentence":[124],"with":[125],"receives":[129],"an":[130],"image":[131],"as":[132],"its":[133],"input":[134],"type.":[135],"We":[136],"did":[138],"experiment":[140],"low-resource":[143],"language,":[144],"Bahasa":[145],"Indonesia,":[146],"and":[147],"75%":[149],"parameter":[155]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}