{"id":"https://openalex.org/W3009708360","doi":null,"title":"Adversarial Robustness Through Local Lipschitzness","display_name":"Adversarial Robustness Through Local Lipschitzness","publication_year":2020,"publication_date":"2020-03-05","ids":{"openalex":"https://openalex.org/W3009708360","mag":"3009708360"},"language":"en","primary_location":{"id":"mag:3009708360","doi":null,"is_oa":false,"landing_page_url":"http://dblp.uni-trier.de/db/journals/corr/corr2003.html#abs-2003-02460","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","indexed_in":[],"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/A5033186377","display_name":"Yao-Yuan Yang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yao-Yuan Yang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066091408","display_name":"Cyrus Rashtchian","orcid":"https://orcid.org/0000-0001-9422-2779","observed_orcids":["https://orcid.org/0000-0001-9422-2779"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cyrus Rashtchian","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9422-2779","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113922589","display_name":"Change Institutions to: University of Waterloo","orcid":"https://orcid.org/0000-0002-0548-6068","observed_orcids":["https://orcid.org/0000-0002-0548-6068"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongyang Zhang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0548-6068","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071983998","display_name":"Ruslan Salakhutdinov","orcid":"https://orcid.org/0000-0002-3752-2756","observed_orcids":["https://orcid.org/0000-0002-3752-2756"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruslan Salakhutdinov","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3752-2756","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5010790447","display_name":"Kamalika Chaudhuri","orcid":"https://orcid.org/0000-0001-9646-7710","observed_orcids":["https://orcid.org/0000-0001-9646-7710"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kamalika Chaudhuri","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9646-7710","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.375,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.83322164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9970999956130981,"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":0.9970999956130981,"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":0.00039999998989515007,"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/T11424","display_name":"Security and Verification in Computing","score":0.00019999999494757503,"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-robustness","display_name":"adversarial robustness","score":0.9980000257492065},{"id":"https://openalex.org/keywords/adversarial-examples","display_name":"adversarial examples","score":0.5299999713897705},{"id":"https://openalex.org/keywords/certified-robustness","display_name":"certified robustness","score":0.4729999899864197},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.47600001096725464}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7354782223701477},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6470317244529724},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48755496740341187},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36272361874580383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29397323727607727},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09136196970939636},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3009708360","doi":null,"is_oa":false,"landing_page_url":"http://dblp.uni-trier.de/db/journals/corr/corr2003.html#abs-2003-02460","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2912120617","https://openalex.org/W3217255760","https://openalex.org/W7205669445","https://openalex.org/W3011015439","https://openalex.org/W3190601208","https://openalex.org/W2996921661","https://openalex.org/W2894842463","https://openalex.org/W2997618889","https://openalex.org/W2996919761","https://openalex.org/W3005346814"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2020-03-13T00:00:00"}