{"id":"https://openalex.org/W2888940765","doi":null,"title":"With Great Training Comes Great Vulnerability: Practical Attacks against Transfer Learning","display_name":"With Great Training Comes Great Vulnerability: Practical Attacks against Transfer Learning","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2888940765","mag":"2888940765"},"language":"en","primary_location":{"id":"mag:2888940765","doi":null,"is_oa":false,"landing_page_url":"https://www.usenix.org/system/files/conference/usenixsecurity18/sec18-wang.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306421123","display_name":"USENIX Security Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"USENIX Security Symposium","raw_type":null},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5101511925","display_name":"Bolun Wang","orcid":"https://orcid.org/0000-0002-0963-3942","observed_orcids":["https://orcid.org/0000-0002-0963-3942"]},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bolun Wang","raw_affiliation_strings":["UC Santa Barbara"],"raw_orcid":"https://orcid.org/0000-0002-0963-3942","affiliations":[{"raw_affiliation_string":"UC Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014146843","display_name":"Yuanshun Yao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanshun Yao","raw_affiliation_strings":["University of Chicago (  )"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago (  )","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022718146","display_name":"Bimal Viswanath","orcid":"https://orcid.org/0000-0002-6559-9689","observed_orcids":["https://orcid.org/0000-0002-6559-9689"]},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bimal Viswanath","raw_affiliation_strings":["Virginia Tech"],"raw_orcid":"https://orcid.org/0000-0002-6559-9689","affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022672030","display_name":"Hai-Tao Zheng","orcid":"https://orcid.org/0000-0001-5128-5649","observed_orcids":["https://orcid.org/0000-0001-5128-5649"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hai-Tao Zheng","raw_affiliation_strings":["University of Chicago (  )"],"raw_orcid":"https://orcid.org/0000-0001-5128-5649","affiliations":[{"raw_affiliation_string":"University of Chicago (  )","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108248360","display_name":"Ben Y. Zhao","orcid":"https://orcid.org/0009-0003-8909-0494","observed_orcids":["https://orcid.org/0009-0003-8909-0494"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Y. Zhao","raw_affiliation_strings":["University of Chicago (  )"],"raw_orcid":"https://orcid.org/0009-0003-8909-0494","affiliations":[{"raw_affiliation_string":"University of Chicago (  )","institution_ids":["https://openalex.org/I40347166"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.594,"has_fulltext":false,"cited_by_count":105,"citation_normalized_percentile":{"value":0.96855734,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1281","last_page":"1297"},"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/T11424","display_name":"Security and Verification in Computing","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.0003000000142492354,"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/transfer-learning","display_name":"transfer learning","score":0.9900000095367432},{"id":"https://openalex.org/keywords/adversarial-attacks","display_name":"adversarial attacks","score":0.7429999709129333},{"id":"https://openalex.org/keywords/model-security","display_name":"model security","score":0.30300000309944153},{"id":"https://openalex.org/keywords/machine-learning-security","display_name":"machine learning security","score":0.4410000145435333},{"id":"https://openalex.org/keywords/adversarial-robustness","display_name":"adversarial robustness","score":0.5479999780654907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6367394328117371},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5730389952659607},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5361876487731934},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5361594557762146},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.4102631211280823},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3539500832557678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25740528106689453},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12563011050224304},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09644955396652222},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0585537850856781},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2888940765","doi":null,"is_oa":false,"landing_page_url":"https://www.usenix.org/system/files/conference/usenixsecurity18/sec18-wang.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306421123","display_name":"USENIX Security Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"USENIX Security Symposium","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1580389772","https://openalex.org/W1686810756","https://openalex.org/W1849277567","https://openalex.org/W1932198206","https://openalex.org/W1978660892","https://openalex.org/W1998582365","https://openalex.org/W2025550035","https://openalex.org/W2062118960","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2126725946","https://openalex.org/W2133665775","https://openalex.org/W2149933564","https://openalex.org/W2174868984","https://openalex.org/W2180612164","https://openalex.org/W2187831316","https://openalex.org/W2194775991","https://openalex.org/W2243397390","https://openalex.org/W2274287116","https://openalex.org/W2275811363","https://openalex.org/W2325939864","https://openalex.org/W2408141691","https://openalex.org/W2460937040","https://openalex.org/W2516574342","https://openalex.org/W2535873859","https://openalex.org/W2550821151","https://openalex.org/W2552531400","https://openalex.org/W2552767274","https://openalex.org/W2570685808","https://openalex.org/W2592303957","https://openalex.org/W2593892853","https://openalex.org/W2603766943","https://openalex.org/W2610321374","https://openalex.org/W2612445135","https://openalex.org/W2620869433","https://openalex.org/W2770885069","https://openalex.org/W2787708942","https://openalex.org/W2963431851","https://openalex.org/W2963522845","https://openalex.org/W2963564844","https://openalex.org/W2963955657","https://openalex.org/W2964153729","https://openalex.org/W2964318098"],"related_works":["https://openalex.org/W7133187561","https://openalex.org/W4413177836","https://openalex.org/W7170088935","https://openalex.org/W3193736348","https://openalex.org/W7169770933","https://openalex.org/W4411230439","https://openalex.org/W7196924719","https://openalex.org/W7196988606","https://openalex.org/W7133245741","https://openalex.org/W3185413394"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-09-07T00:00:00"}
