{"id":"https://openalex.org/W2946775612","doi":"https://doi.org/10.1109/msec.2019.2907097","title":"Cybersecurity in the Era of Data Science: Examining New Adversarial Models","display_name":"Cybersecurity in the Era of Data Science: Examining New Adversarial Models","publication_year":2019,"publication_date":"2019-05-24","ids":{"openalex":"https://openalex.org/W2946775612","doi":"https://doi.org/10.1109/msec.2019.2907097","mag":"2946775612"},"language":"en","primary_location":{"id":"doi:10.1109/msec.2019.2907097","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msec.2019.2907097","pdf_url":null,"source":{"id":"https://openalex.org/S61906035","display_name":"IEEE Security & Privacy","issn_l":"1540-7993","issn":["1540-7993","1558-4046"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Security & Privacy","raw_type":"journal-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/A5073676361","display_name":"B\u00fclent Yener","orcid":"https://orcid.org/0000-0003-3989-6097"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bulent Yener","raw_affiliation_strings":["Computer Science, Renssellaer Polytechnic Institute, Troy, New York United States"],"affiliations":[{"raw_affiliation_string":"Computer Science, Renssellaer Polytechnic Institute, Troy, New York United States","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051225829","display_name":"Tsvi Gal","orcid":null},"institutions":[{"id":"https://openalex.org/I2802755631","display_name":"Morgan Stanley (United States)","ror":"https://ror.org/00aphdz18","country_code":"US","type":"company","lineage":["https://openalex.org/I2802755631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tsvi Gal","raw_affiliation_strings":["Morgan Stanley, United States"],"affiliations":[{"raw_affiliation_string":"Morgan Stanley, United States","institution_ids":["https://openalex.org/I2802755631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073676361"],"corresponding_institution_ids":["https://openalex.org/I165799507"],"apc_list":null,"apc_paid":null,"fwci":0.9801,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.81871294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"17","issue":"6","first_page":"46","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"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":0.9998999834060669,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8834010362625122},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5647209882736206},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5343894958496094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45649683475494385},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.4356238842010498},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.4228290319442749},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.33730459213256836},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2653789222240448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16628897190093994}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8834010362625122},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5647209882736206},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5343894958496094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45649683475494385},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.4356238842010498},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4228290319442749},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33730459213256836},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2653789222240448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16628897190093994}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/msec.2019.2907097","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msec.2019.2907097","pdf_url":null,"source":{"id":"https://openalex.org/S61906035","display_name":"IEEE Security & Privacy","issn_l":"1540-7993","issn":["1540-7993","1558-4046"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Security & Privacy","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1673923490","https://openalex.org/W1945616565","https://openalex.org/W2112507308","https://openalex.org/W2150165932","https://openalex.org/W2406556600","https://openalex.org/W2516373086","https://openalex.org/W2593634001","https://openalex.org/W2597603852","https://openalex.org/W2774616426","https://openalex.org/W2775907600","https://openalex.org/W2783112941","https://openalex.org/W2788864200","https://openalex.org/W2791319131","https://openalex.org/W2891610659","https://openalex.org/W2949506549","https://openalex.org/W2963389226","https://openalex.org/W4297573953","https://openalex.org/W4297749952","https://openalex.org/W4298289240","https://openalex.org/W6637162671","https://openalex.org/W6637568146","https://openalex.org/W6640425456","https://openalex.org/W6681608319","https://openalex.org/W6726264252","https://openalex.org/W6729756640","https://openalex.org/W6733645847","https://openalex.org/W6735632633","https://openalex.org/W6746461954","https://openalex.org/W6748641434"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3024390022","https://openalex.org/W2903917280","https://openalex.org/W2980092132","https://openalex.org/W4205705013","https://openalex.org/W2901368259","https://openalex.org/W4298342760","https://openalex.org/W3059450896","https://openalex.org/W2006605027"],"abstract_inverted_index":{"The":[0,24],"ever-increasing":[1],"volume,":[2],"variety,":[3],"and":[4,15,20,26,44],"velocity":[5],"of":[6,18,28,34],"threats":[7],"dictates":[8],"a":[9,37],"big":[10],"data":[11],"problem":[12],"in":[13,46],"cybersecurity":[14],"necessitates":[16],"deployment":[17],"AI":[19],"machine-learning":[21],"(ML)":[22],"algorithms.":[23],"limitations":[25],"vulnerabilities":[27],"AI/ML":[29],"systems,":[30],"combined":[31],"with":[32],"complexity":[33],"data,":[35],"introduce":[36],"new":[38],"adversarial":[39],"model,":[40],"which":[41],"is":[42],"defined":[43],"discussed":[45],"this":[47],"article.":[48]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}