{"id":"https://openalex.org/W4415708741","doi":"https://doi.org/10.1109/icme59968.2025.11208993","title":"ADoP: A Universal, Robust, Efficient, and Plug-and-Play Adversarial Example Detector","display_name":"ADoP: A Universal, Robust, Efficient, and Plug-and-Play Adversarial Example Detector","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4415708741","doi":"https://doi.org/10.1109/icme59968.2025.11208993"},"language":null,"primary_location":{"id":"doi:10.1109/icme59968.2025.11208993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11208993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","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/A5101615272","display_name":"Rui Yang","orcid":"https://orcid.org/0000-0001-7439-6587"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Yang","raw_affiliation_strings":["Xi’an Jiaotong University,School of Cyber Science and Engineering,Xi’an,China"],"affiliations":[{"raw_affiliation_string":"Xi’an Jiaotong University,School of Cyber Science and Engineering,Xi’an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082944496","display_name":"Qindong Sun","orcid":"https://orcid.org/0000-0003-2019-7886"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qindong Sun","raw_affiliation_strings":["Xi’an Jiaotong University,School of Cyber Science and Engineering,Xi’an,China"],"affiliations":[{"raw_affiliation_string":"Xi’an Jiaotong University,School of Cyber Science and Engineering,Xi’an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiaming Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaming Cai","raw_affiliation_strings":["Xi’an Jiaotong University,School of Software Engineering,Xi’an,China"],"affiliations":[{"raw_affiliation_string":"Xi’an Jiaotong University,School of Software Engineering,Xi’an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008663310","display_name":"Jiangtao Yu","orcid":"https://orcid.org/0000-0002-0743-1028"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangtao Yu","raw_affiliation_strings":["Xi’an Jiaotong University,School of Cyber Science and Engineering,Xi’an,China"],"affiliations":[{"raw_affiliation_string":"Xi’an Jiaotong University,School of Cyber Science and Engineering,Xi’an,China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101615272"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16159485,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9944000244140625,"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":0.9944000244140625,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.002400000113993883,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.0005000000237487257,"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/adversarial-system","display_name":"Adversarial system","score":0.9503999948501587},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.60589998960495},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4999000132083893},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.4864000082015991},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4713999927043915}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.9503999948501587},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.60589998960495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5733000040054321},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4999000132083893},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.4864000082015991},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4713999927043915},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.44359999895095825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34599998593330383},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31459999084472656},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.30300000309944153},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.27399998903274536}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme59968.2025.11208993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11208993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","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"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2008056655","https://openalex.org/W2034996255","https://openalex.org/W2108598243","https://openalex.org/W2618043096","https://openalex.org/W2618492571","https://openalex.org/W2774644650","https://openalex.org/W2919234133","https://openalex.org/W2962785568","https://openalex.org/W2962847335","https://openalex.org/W2963564844","https://openalex.org/W2963857521","https://openalex.org/W2969542116","https://openalex.org/W3015625436","https://openalex.org/W3034619610","https://openalex.org/W3035172095","https://openalex.org/W3080297477","https://openalex.org/W3107235539","https://openalex.org/W3118434062","https://openalex.org/W3171288285","https://openalex.org/W3173859330","https://openalex.org/W3175402282","https://openalex.org/W4225859735","https://openalex.org/W4293846201","https://openalex.org/W4385953416","https://openalex.org/W4390872939","https://openalex.org/W4392302838","https://openalex.org/W4393153717","https://openalex.org/W4402111801","https://openalex.org/W4402512745","https://openalex.org/W4402754002","https://openalex.org/W4403844121"],"related_works":[],"abstract_inverted_index":{"Current":[0],"state-of-the-art":[1,47],"adversarial":[2,48,63],"example":[3,49],"detectors":[4],"exhibit":[5],"several":[6],"fatal":[7],"limitations,":[8],"hindering":[9],"their":[10],"deployment":[11],"in":[12,95],"safety-critical":[13],"real-world":[14],"applications.":[15],"These":[16],"limitations":[17,80],"include":[18],"a":[19,33,45,61],"lack":[20,34],"of":[21,35,86],"sufficient":[22,73],"universality,":[23],"vulnerability":[24],"to":[25],"adaptive":[26,98],"attacks,":[27],"high":[28],"test-stage":[29,102],"time":[30],"consumption,":[31],"and":[32,104],"plug-and-play":[36,105],"capability.":[37,106],"To":[38],"bridge":[39],"the":[40,84],"gap,":[41],"this":[42],"paper":[43],"proposes":[44],"novel":[46,62],"detector":[50],"named":[51,65],"Adversarial":[52,68],"Detection":[53],"on":[54,90],"Purification":[55,69],"(ADoP).":[56],"Specifically,":[57],"ADoP":[58,76],"first":[59],"incorporates":[60],"purification":[64],"Gaussian-augmented":[66],"GAN-based":[67],"(GA-GAP),":[70],"which":[71],"exhibits":[72],"advantages.":[74],"Then,":[75],"effectively":[77],"overcomes":[78],"current":[79],"by":[81],"fully":[82],"exploiting":[83],"advantages":[85],"GA-GAP.":[87],"Extensive":[88],"experiments":[89],"ImageNet":[91],"demonstrate":[92],"ADoP\u2019s":[93],"effectiveness":[94],"universal":[96],"detection,":[97],"attack":[99],"avoidance,":[100],"reduced":[101],"time,":[103]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-30T00:00:00"}