{"id":"https://openalex.org/W4372259831","doi":"https://doi.org/10.1109/icassp49357.2023.10095030","title":"Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise","display_name":"Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372259831","doi":"https://doi.org/10.1109/icassp49357.2023.10095030"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10095030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10095030","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 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/A5072361830","display_name":"Jhih-Cing Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Jhih-Cing Huang","raw_affiliation_strings":["National Taiwan University,Taiwan","National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University,Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012921398","display_name":"Yu\u2010Lin Tsai","orcid":"https://orcid.org/0000-0001-9968-0242"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Lin Tsai","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Taiwan","National Yang Ming Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020376803","display_name":"Chao-Han Huck Yang","orcid":"https://orcid.org/0000-0003-2879-8811"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chao-Han Huck Yang","raw_affiliation_strings":["Georgia Institute of Technology,GA,USA","Georgia Institute of Technology, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,GA,USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030487528","display_name":"Cheng-Fang Su","orcid":"https://orcid.org/0000-0002-1752-480X"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Fang Su","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Taiwan","National Yang Ming Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088964025","display_name":"Chia\u2010Mu Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Mu Yu","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Taiwan","National Yang Ming Chiao Tung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050344371","display_name":"Pin\u2010Yu Chen","orcid":"https://orcid.org/0000-0003-1039-8369"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pin-Yu Chen","raw_affiliation_strings":["IBM Research,NY,USA","IBM Research, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research,NY,USA","institution_ids":["https://openalex.org/I1341412227"]},{"raw_affiliation_string":"IBM Research, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043885374","display_name":"Sy\u2010Yen Kuo","orcid":"https://orcid.org/0000-0002-3021-8321"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sy-Yen Kuo","raw_affiliation_strings":["National Taiwan University,Taiwan","National Taiwan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University,Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5072361830"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":3.4533,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93857579,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9990000128746033,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9990000128746033,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9990000128746033,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.996399998664856,"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/robustness","display_name":"Robustness (evolution)","score":0.6714522838592529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6141940355300903},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5998429656028748},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5800579786300659},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47437387704849243},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4590188264846802},{"id":"https://openalex.org/keywords/quantum-noise","display_name":"Quantum noise","score":0.42618492245674133},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3543052077293396},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.16630786657333374},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16190636157989502}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6714522838592529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6141940355300903},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5998429656028748},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5800579786300659},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47437387704849243},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4590188264846802},{"id":"https://openalex.org/C111996192","wikidata":"https://www.wikidata.org/wiki/Q7269075","display_name":"Quantum noise","level":3,"score":0.42618492245674133},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3543052077293396},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.16630786657333374},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16190636157989502},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49357.2023.10095030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10095030","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W2559394418","https://openalex.org/W2751668559","https://openalex.org/W2760053505","https://openalex.org/W2781738013","https://openalex.org/W2784994528","https://openalex.org/W2790388700","https://openalex.org/W2794602324","https://openalex.org/W2796293949","https://openalex.org/W2798967590","https://openalex.org/W2891698621","https://openalex.org/W2950048339","https://openalex.org/W2951680627","https://openalex.org/W2980446414","https://openalex.org/W3004965358","https://openalex.org/W3012697779","https://openalex.org/W3087413022","https://openalex.org/W3098965398","https://openalex.org/W3099734242","https://openalex.org/W3100931082","https://openalex.org/W3100993774","https://openalex.org/W3101122608","https://openalex.org/W3104014430","https://openalex.org/W3161932608","https://openalex.org/W3174793028","https://openalex.org/W3204996961","https://openalex.org/W3205418336","https://openalex.org/W3207920945","https://openalex.org/W4205670948","https://openalex.org/W4206999217","https://openalex.org/W4221167764","https://openalex.org/W4300988299","https://openalex.org/W4313830797","https://openalex.org/W6636301829","https://openalex.org/W6639246211","https://openalex.org/W6723284700","https://openalex.org/W6748683284","https://openalex.org/W6754543342","https://openalex.org/W6758684365","https://openalex.org/W6791029512"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Recently,":[0],"quantum":[1,13,36,45,60,82],"classifiers":[2,14,46,83],"have":[3,21],"been":[4],"known":[5],"to":[6,9,20,80,84],"be":[7],"vulnerable":[8],"adversarial":[10,48,87],"attacks,":[11],"where":[12],"are":[15],"fooled":[16],"by":[17,90],"imperceptible":[18],"noises":[19],"misclassification.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26,74],"propose":[27],"one":[28],"first":[29],"theoretical":[30],"study":[31],"that":[32],"utilizing":[33],"the":[34,42,52,59,64],"added":[35],"random":[37],"rotation":[38],"noise":[39,69],"can":[40],"improve":[41],"robustness":[43,78],"of":[44,54,67],"against":[47,86],"attacks.":[49],"We":[50],"connect":[51],"definition":[53],"differential":[55],"privacy":[56],"and":[57],"demonstrate":[58],"classifier":[61],"trained":[62],"with":[63],"natural":[65],"presence":[66],"additive":[68],"is":[70],"differentially":[71],"private.":[72],"Lastly,":[73],"derive":[75],"a":[76],"certified":[77],"bound":[79],"enable":[81],"defend":[85],"examples":[88],"supported":[89],"experimental":[91],"results.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
