{"id":"https://openalex.org/W3012365277","doi":"https://doi.org/10.1007/978-3-030-38557-6_13","title":"Privacy Preserving Abnormality Detection: A Deep Learning Approach","display_name":"Privacy Preserving Abnormality Detection: A Deep Learning Approach","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3012365277","doi":"https://doi.org/10.1007/978-3-030-38557-6_13","mag":"3012365277"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-38557-6_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-38557-6_13","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Big Data Privacy","raw_type":"book-chapter"},"type":"book-chapter","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/A5071461061","display_name":"Wenyu Han","orcid":null},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wenyu Han","raw_affiliation_strings":["School of Engineering, University of Guelph, Guelph, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph, Guelph, ON, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046380826","display_name":"Amin Azmoodeh","orcid":"https://orcid.org/0000-0002-4109-4395"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amin Azmoodeh","raw_affiliation_strings":["Cyber Science Lab, School of Computer Science, University of Guelph, Guelph, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cyber Science Lab, School of Computer Science, University of Guelph, Guelph, ON, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108824042","display_name":"Hadis Karimipour","orcid":null},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hadis Karimipour","raw_affiliation_strings":["School of Engineering, University of Guelph, Guelph, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph, Guelph, ON, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029827598","display_name":"Simon X. Yang","orcid":"https://orcid.org/0000-0002-6888-7993"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Simon Yang","raw_affiliation_strings":["School of Engineering, University of Guelph, Guelph, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph, Guelph, ON, Canada","institution_ids":["https://openalex.org/I79817857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2751,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51610214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"285","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994999766349792,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994999766349792,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/deep-learning","display_name":"Deep learning","score":0.79489666223526},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.787171483039856},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7138034701347351},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.6661791801452637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6349548101425171},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4997859001159668},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4372320771217346},{"id":"https://openalex.org/keywords/competence","display_name":"Competence (human resources)","score":0.4283282160758972},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.42544832825660706},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34096163511276245},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19008204340934753},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12021249532699585}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.79489666223526},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.787171483039856},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7138034701347351},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.6661791801452637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6349548101425171},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4997859001159668},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4372320771217346},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.4283282160758972},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.42544832825660706},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34096163511276245},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19008204340934753},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12021249532699585},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-38557-6_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-38557-6_13","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Big Data Privacy","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W229682254","https://openalex.org/W1570613334","https://openalex.org/W1640894779","https://openalex.org/W1691728462","https://openalex.org/W1998327975","https://openalex.org/W2057517165","https://openalex.org/W2097117768","https://openalex.org/W2101926813","https://openalex.org/W2154152382","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2284539364","https://openalex.org/W2285118877","https://openalex.org/W2299565249","https://openalex.org/W2332066482","https://openalex.org/W2346331195","https://openalex.org/W2401415512","https://openalex.org/W2463818697","https://openalex.org/W2510224130","https://openalex.org/W2526259914","https://openalex.org/W2531088577","https://openalex.org/W2559655401","https://openalex.org/W2581082771","https://openalex.org/W2591102410","https://openalex.org/W2592929672","https://openalex.org/W2604272474","https://openalex.org/W2664267452","https://openalex.org/W2731899572","https://openalex.org/W2736368095","https://openalex.org/W2745390745","https://openalex.org/W2746325398","https://openalex.org/W2756506988","https://openalex.org/W2759595600","https://openalex.org/W2770241596","https://openalex.org/W2776874440","https://openalex.org/W2786052267","https://openalex.org/W2790227466","https://openalex.org/W2791879367","https://openalex.org/W2792450155","https://openalex.org/W2793129310","https://openalex.org/W2795726520","https://openalex.org/W2800509541","https://openalex.org/W2800695847","https://openalex.org/W2803124023","https://openalex.org/W2803198604","https://openalex.org/W2892091703","https://openalex.org/W2894308381","https://openalex.org/W2902529532","https://openalex.org/W2903777941","https://openalex.org/W2910218263","https://openalex.org/W2924059927","https://openalex.org/W2924196523","https://openalex.org/W2946893466","https://openalex.org/W2960701974","https://openalex.org/W2963446712","https://openalex.org/W2979727854","https://openalex.org/W2979801952","https://openalex.org/W2979948793","https://openalex.org/W3104258355","https://openalex.org/W3138419783","https://openalex.org/W4245773234","https://openalex.org/W4246161509","https://openalex.org/W6603366640"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3183901164","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W4206357785","https://openalex.org/W3192840557","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3167935049"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}