{"id":"https://openalex.org/W2766542353","doi":"https://doi.org/10.2200/s00800ed1v01y201709spt022","title":"Anomaly Detection as a Service: Challenges, Advances, and Opportunities","display_name":"Anomaly Detection as a Service: Challenges, Advances, and Opportunities","publication_year":2017,"publication_date":"2017-10-24","ids":{"openalex":"https://openalex.org/W2766542353","doi":"https://doi.org/10.2200/s00800ed1v01y201709spt022","mag":"2766542353"},"language":"en","primary_location":{"id":"doi:10.2200/s00800ed1v01y201709spt022","is_oa":false,"landing_page_url":"https://doi.org/10.2200/s00800ed1v01y201709spt022","pdf_url":null,"source":{"id":"https://openalex.org/S4210215209","display_name":"Synthesis lectures on information security, privacy, and trust","issn_l":"1945-9742","issn":["1945-9742","1945-9750"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322570","host_organization_name":"Morgan & Claypool Publishers","host_organization_lineage":["https://openalex.org/P4310322570"],"host_organization_lineage_names":["Morgan & Claypool Publishers"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Synthesis Lectures on Information Security, Privacy, and Trust","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/A5034366344","display_name":"Danfeng Yao","orcid":"https://orcid.org/0000-0001-8969-2792"},"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":true,"raw_author_name":"Danfeng (Daphne) Yao","raw_affiliation_strings":["Virginia Tech","Virginia Tech, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046558241","display_name":"Xiaokui Shu","orcid":"https://orcid.org/0000-0002-7381-7041"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaokui Shu","raw_affiliation_strings":["IBM Research","IBM Research, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]},{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101995085","display_name":"Long Cheng","orcid":"https://orcid.org/0009-0004-4819-5406"},"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":"Long Cheng","raw_affiliation_strings":["Virginia Tech","Virginia Tech, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084213178","display_name":"Salvatore J. Stolfo","orcid":"https://orcid.org/0000-0003-1611-0100"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Salvatore J. Stolfo","raw_affiliation_strings":["Columbia University","Columbia University, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Columbia University, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034366344"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":3.9473,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.94519077,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"9","issue":"3","first_page":"1","last_page":"173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9980000257492065,"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/anomaly-detection","display_name":"Anomaly detection","score":0.830241322517395},{"id":"https://openalex.org/keywords/insider-threat","display_name":"Insider threat","score":0.6593764424324036},{"id":"https://openalex.org/keywords/insider","display_name":"Insider","score":0.5704479217529297},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5537315607070923},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.5445151925086975},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4763914942741394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4689459502696991},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.43073537945747375},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3817089796066284},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16152355074882507},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12018990516662598},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09181186556816101},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06803688406944275},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.05675742030143738}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.830241322517395},{"id":"https://openalex.org/C2776633304","wikidata":"https://www.wikidata.org/wiki/Q6038026","display_name":"Insider threat","level":3,"score":0.6593764424324036},{"id":"https://openalex.org/C2778971194","wikidata":"https://www.wikidata.org/wiki/Q1664551","display_name":"Insider","level":2,"score":0.5704479217529297},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5537315607070923},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.5445151925086975},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4763914942741394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4689459502696991},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.43073537945747375},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3817089796066284},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16152355074882507},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12018990516662598},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09181186556816101},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06803688406944275},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.05675742030143738},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2200/s00800ed1v01y201709spt022","is_oa":false,"landing_page_url":"https://doi.org/10.2200/s00800ed1v01y201709spt022","pdf_url":null,"source":{"id":"https://openalex.org/S4210215209","display_name":"Synthesis lectures on information security, privacy, and trust","issn_l":"1945-9742","issn":["1945-9742","1945-9750"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322570","host_organization_name":"Morgan & Claypool Publishers","host_organization_lineage":["https://openalex.org/P4310322570"],"host_organization_lineage_names":["Morgan & Claypool Publishers"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Synthesis Lectures on Information Security, Privacy, and Trust","raw_type":"journal-article"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-031839902","is_oa":false,"landing_page_url":"https://doi.org/10.2200/S00800ED1V01Y201709SPT022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"software, multimedia"},{"id":"pmh:oai:cds.cern.ch:2308938","is_oa":false,"landing_page_url":"http://cds.cern.ch/record/2308938","pdf_url":null,"source":{"id":"https://openalex.org/S4306402195","display_name":"CERN Document Server (European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":198,"referenced_works":["https://openalex.org/W34732858","https://openalex.org/W129105937","https://openalex.org/W260232723","https://openalex.org/W648711141","https://openalex.org/W841012168","https://openalex.org/W1202984889","https://openalex.org/W1451710050","https://openalex.org/W1479871422","https://openalex.org/W1481232215","https://openalex.org/W1514233826","https://openalex.org/W1516506771","https://openalex.org/W1529653385","https://openalex.org/W1531974446","https://openalex.org/W1534103258","https://openalex.org/W1559255981","https://openalex.org/W1566235634","https://openalex.org/W1582350176","https://openalex.org/W1583975142","https://openalex.org/W1604221405","https://openalex.org/W1726304021","https://openalex.org/W1747767590","https://openalex.org/W1884606608","https://openalex.org/W1941427975","https://openalex.org/W1947347140","https://openalex.org/W1963947298","https://openalex.org/W1965113125","https://openalex.org/W1965369505","https://openalex.org/W1967029962","https://openalex.org/W1974314988","https://openalex.org/W1975411458","https://openalex.org/W1980289197","https://openalex.org/W1982466846","https://openalex.org/W1983068751","https://openalex.org/W1986121650","https://openalex.org/W1986495842","https://openalex.org/W1987380082","https://openalex.org/W1987644478","https://openalex.org/W1988620426","https://openalex.org/W1988918299","https://openalex.org/W1989598342","https://openalex.org/W1991210879","https://openalex.org/W1992439546","https://openalex.org/W1993322021","https://openalex.org/W1993503217","https://openalex.org/W1993736952","https://openalex.org/W1994588724","https://openalex.org/W1995412393","https://openalex.org/W1995790716","https://openalex.org/W1995976200","https://openalex.org/W1999133685","https://openalex.org/W1999588868","https://openalex.org/W2005028112","https://openalex.org/W2008230196","https://openalex.org/W2008365550","https://openalex.org/W2008704879","https://openalex.org/W2014720601","https://openalex.org/W2018102253","https://openalex.org/W2021937151","https://openalex.org/W2022292029","https://openalex.org/W2025475662","https://openalex.org/W2030858754","https://openalex.org/W2031489231","https://openalex.org/W2032247543","https://openalex.org/W2038296020","https://openalex.org/W2041836242","https://openalex.org/W2044653231","https://openalex.org/W2048715902","https://openalex.org/W2051054517","https://openalex.org/W2051088039","https://openalex.org/W2056451850","https://openalex.org/W2058900187","https://openalex.org/W2064274762","https://openalex.org/W2065397240","https://openalex.org/W2068693276","https://openalex.org/W2069536078","https://openalex.org/W2070090222","https://openalex.org/W2074074126","https://openalex.org/W2078396547","https://openalex.org/W2080313875","https://openalex.org/W2085379628","https://openalex.org/W2086239403","https://openalex.org/W2089448621","https://openalex.org/W2092483417","https://openalex.org/W2093488494","https://openalex.org/W2093606067","https://openalex.org/W2093763734","https://openalex.org/W2095577883","https://openalex.org/W2096224818","https://openalex.org/W2098010707","https://openalex.org/W2100505193","https://openalex.org/W2101234009","https://openalex.org/W2103154003","https://openalex.org/W2106649514","https://openalex.org/W2111404412","https://openalex.org/W2111817346","https://openalex.org/W2118797247","https://openalex.org/W2121035740","https://openalex.org/W2121749752","https://openalex.org/W2121927068","https://openalex.org/W2122130037","https://openalex.org/W2122646361","https://openalex.org/W2122672392","https://openalex.org/W2123886726","https://openalex.org/W2124775089","https://openalex.org/W2125011234","https://openalex.org/W2125838338","https://openalex.org/W2128006558","https://openalex.org/W2129345100","https://openalex.org/W2129860818","https://openalex.org/W2134073393","https://openalex.org/W2137430899","https://openalex.org/W2138517425","https://openalex.org/W2138686302","https://openalex.org/W2139902660","https://openalex.org/W2140146498","https://openalex.org/W2141389113","https://openalex.org/W2142889610","https://openalex.org/W2143472559","https://openalex.org/W2143842190","https://openalex.org/W2143891888","https://openalex.org/W2145064897","https://openalex.org/W2145962650","https://openalex.org/W2145969515","https://openalex.org/W2150847526","https://openalex.org/W2151135920","https://openalex.org/W2153256720","https://openalex.org/W2155704892","https://openalex.org/W2157806180","https://openalex.org/W2159059513","https://openalex.org/W2160512933","https://openalex.org/W2162275200","https://openalex.org/W2164718735","https://openalex.org/W2167332015","https://openalex.org/W2167464078","https://openalex.org/W2167535607","https://openalex.org/W2169685348","https://openalex.org/W2170470412","https://openalex.org/W2200463568","https://openalex.org/W2244489067","https://openalex.org/W2274071363","https://openalex.org/W2276979642","https://openalex.org/W2282861635","https://openalex.org/W2284900416","https://openalex.org/W2293825325","https://openalex.org/W2295709271","https://openalex.org/W2302159297","https://openalex.org/W2337344967","https://openalex.org/W2401122082","https://openalex.org/W2424628474","https://openalex.org/W2433861455","https://openalex.org/W2465928415","https://openalex.org/W2489796857","https://openalex.org/W2508152242","https://openalex.org/W2512784977","https://openalex.org/W2519765358","https://openalex.org/W2525186327","https://openalex.org/W2527840540","https://openalex.org/W2531798413","https://openalex.org/W2531970759","https://openalex.org/W2535751405","https://openalex.org/W2538737552","https://openalex.org/W2539766308","https://openalex.org/W2551087083","https://openalex.org/W2574797807","https://openalex.org/W2575425722","https://openalex.org/W2576376563","https://openalex.org/W2579603034","https://openalex.org/W2579893320","https://openalex.org/W2584029330","https://openalex.org/W2591721791","https://openalex.org/W2594266659","https://openalex.org/W2597991716","https://openalex.org/W2600948643","https://openalex.org/W2606193874","https://openalex.org/W2613352518","https://openalex.org/W2623711236","https://openalex.org/W2742315206","https://openalex.org/W2752301429","https://openalex.org/W2752493903","https://openalex.org/W2753352458","https://openalex.org/W2963155255","https://openalex.org/W2964136807","https://openalex.org/W2978757628","https://openalex.org/W3136767761","https://openalex.org/W4213260537","https://openalex.org/W4231241365","https://openalex.org/W4235261014","https://openalex.org/W4239383774","https://openalex.org/W4241814897","https://openalex.org/W4243868733","https://openalex.org/W4254211903","https://openalex.org/W4255632703","https://openalex.org/W4256361765","https://openalex.org/W4285719527","https://openalex.org/W4292002318","https://openalex.org/W4300932295","https://openalex.org/W4302343751","https://openalex.org/W4302357996"],"related_works":["https://openalex.org/W2766781562","https://openalex.org/W4205304595","https://openalex.org/W2979782961","https://openalex.org/W308359497","https://openalex.org/W1499596878","https://openalex.org/W3136170567","https://openalex.org/W2947769183","https://openalex.org/W2018332730","https://openalex.org/W4387194049","https://openalex.org/W2286217954"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}