{"id":"https://openalex.org/W4408345829","doi":"https://doi.org/10.1109/icassp49660.2025.10890045","title":"Two Heads Are Better Than One: Averaging along Fine-Tuning to Improve Targeted Transferability","display_name":"Two Heads Are Better Than One: Averaging along Fine-Tuning to Improve Targeted Transferability","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408345829","doi":"https://doi.org/10.1109/icassp49660.2025.10890045"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10890045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890045","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":"https://openalex.org/A5021251327","display_name":"Hui Zeng","orcid":"https://orcid.org/0000-0002-3776-4309"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zeng","raw_affiliation_strings":["Southwest University of Sci. &#x0026; Tech.,Mianyang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Sci. &#x0026; Tech.,Mianyang,China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015462564","display_name":"Sanshuai Cui","orcid":"https://orcid.org/0000-0002-4709-5786"},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Sanshuai Cui","raw_affiliation_strings":["City University of Macau,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University of Macau,China","institution_ids":["https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059970501","display_name":"Biwei Chen","orcid":"https://orcid.org/0000-0001-8239-4864"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biwei Chen","raw_affiliation_strings":["Beijing Normal University,Zhuhai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Normal University,Zhuhai,China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014092332","display_name":"Anjie Peng","orcid":"https://orcid.org/0000-0001-9287-7536"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anjie Peng","raw_affiliation_strings":["Southwest University of Sci. &#x0026; Tech.,Mianyang,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Sci. &#x0026; Tech.,Mianyang,China","institution_ids":["https://openalex.org/I1297991670"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0369264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.19850000739097595,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.19850000739097595,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/transferability","display_name":"Transferability","score":0.8897749185562134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5931276679039001},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22112393379211426}],"concepts":[{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.8897749185562134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5931276679039001},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22112393379211426},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10890045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890045","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320329883","display_name":"Guangdong Province Key Laboratory of Information Security Technology","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1988720110","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2774644650","https://openalex.org/W2947874337","https://openalex.org/W2962847335","https://openalex.org/W2963446712","https://openalex.org/W2963542245","https://openalex.org/W2963857521","https://openalex.org/W2969542116","https://openalex.org/W2984699060","https://openalex.org/W3035569111","https://openalex.org/W3097746859","https://openalex.org/W3108341030","https://openalex.org/W3138516171","https://openalex.org/W3183199078","https://openalex.org/W4214636423","https://openalex.org/W4214669216","https://openalex.org/W4214703392","https://openalex.org/W4285600276","https://openalex.org/W4293846201","https://openalex.org/W4380032277","https://openalex.org/W4386065469","https://openalex.org/W4386065604","https://openalex.org/W4386596918","https://openalex.org/W4387185402","https://openalex.org/W4392903405","https://openalex.org/W6637162671","https://openalex.org/W6637373629","https://openalex.org/W6678815747","https://openalex.org/W6678975374","https://openalex.org/W6731927902","https://openalex.org/W6749107692","https://openalex.org/W6757712183","https://openalex.org/W6768366551","https://openalex.org/W6771961379","https://openalex.org/W6784333009","https://openalex.org/W6787052717","https://openalex.org/W6803615550"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4399895933","https://openalex.org/W2161221533","https://openalex.org/W4229699405","https://openalex.org/W1666484574","https://openalex.org/W2216382288","https://openalex.org/W2355491300","https://openalex.org/W4234629551"],"abstract_inverted_index":{"With":[0],"much":[1],"longer":[2],"optimization":[3],"time":[4],"than":[5],"that":[6,24,58],"of":[7,13,69,73,119],"untargeted":[8],"attacks":[9,15,109],"notwithstanding,":[10],"the":[11,46,50,54,59,67,74,81,86,96,117,120],"transferability":[12],"targeted":[14,38,108,125],"is":[16,129],"still":[17],"far":[18],"from":[19],"satisfactory.":[20],"Recent":[21],"studies":[22],"reveal":[23],"fine-tuning":[25,42,55,61,82,101],"an":[26],"existing":[27,41,100],"adversarial":[28],"example":[29],"(AE)":[30],"in":[31,53,110,123],"feature":[32],"space":[33],"can":[34],"efficiently":[35],"boost":[36],"its":[37],"transferability.":[39,126],"However,":[40],"schemes":[43,102],"only":[44],"utilize":[45],"endpoint":[47],"and":[48],"ignore":[49],"valuable":[51],"information":[52],"trajectory.":[56],"Noting":[57],"vanilla":[60],"trajectory":[62,83],"tends":[63],"to":[64,84],"oscillate":[65],"around":[66],"periphery":[68],"a":[70,90],"flat":[71],"region":[72],"loss":[75],"surface,":[76],"we":[77],"propose":[78],"averaging":[79],"over":[80],"pull":[85],"crafted":[87],"AE":[88],"towards":[89],"more":[91],"centered":[92],"region.":[93],"We":[94],"compare":[95],"proposed":[97,121],"method":[98,122],"with":[99,106],"by":[103],"integrating":[104],"them":[105],"state-of-the-art":[107],"various":[111],"attacking":[112],"scenarios.":[113],"Experimental":[114],"results":[115],"uphold":[116],"superiority":[118],"boosting":[124],"The":[127],"code":[128],"available":[130],"at":[131],"github.com/zengh5/Avg_FT.":[132]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
