{"id":"https://openalex.org/W4313451577","doi":"https://doi.org/10.1109/iccr56254.2022.9995852","title":"Privacy-based framework for Cyber Resilience of Healthcare based data for use with Machine Learning algorithms","display_name":"Privacy-based framework for Cyber Resilience of Healthcare based data for use with Machine Learning algorithms","publication_year":2022,"publication_date":"2022-10-06","ids":{"openalex":"https://openalex.org/W4313451577","doi":"https://doi.org/10.1109/iccr56254.2022.9995852"},"language":"en","primary_location":{"id":"doi:10.1109/iccr56254.2022.9995852","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccr56254.2022.9995852","pdf_url":null,"source":{"id":"https://openalex.org/S4363608155","display_name":"2022 International Conference on Cyber Resilience (ICCR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Cyber Resilience (ICCR)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5045709883","display_name":"Varun Sapra","orcid":"https://orcid.org/0000-0002-4337-936X"},"institutions":[{"id":"https://openalex.org/I5847235","display_name":"University of Petroleum and Energy Studies","ror":"https://ror.org/04q2jes40","country_code":"IN","type":"education","lineage":["https://openalex.org/I5847235"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varun Sapra","raw_affiliation_strings":["School of Computer Science, University of Petroleum and Energy, Studies,Dehradun,India","School of Computer Science, University of Petroleum and Energy, Studies, Dehradun, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Petroleum and Energy, Studies,Dehradun,India","institution_ids":["https://openalex.org/I5847235"]},{"raw_affiliation_string":"School of Computer Science, University of Petroleum and Energy, Studies, Dehradun, India","institution_ids":["https://openalex.org/I5847235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084720361","display_name":"Mohammad Kamrul Hasan","orcid":"https://orcid.org/0000-0001-5511-0205"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammad Kamrul Hasan","raw_affiliation_strings":["Universiti Kebansaan Malaysia (UKM),Center for Cyber Security, Faculty of Information Science and Technology,Bangi,Selangor,Malaysia,43600"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Kebansaan Malaysia (UKM),Center for Cyber Security, Faculty of Information Science and Technology,Bangi,Selangor,Malaysia,43600","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037528486","display_name":"Taher M. Ghazal","orcid":"https://orcid.org/0000-0003-0672-7924"},"institutions":[{"id":"https://openalex.org/I2799888298","display_name":"Skyline University College","ror":"https://ror.org/05r7nbf33","country_code":"AE","type":"education","lineage":["https://openalex.org/I2799888298"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["AE","MY"],"is_corresponding":false,"raw_author_name":"Taher M. Ghazal","raw_affiliation_strings":["Skyline University College, University,School of Information Technology,City Sharjah,UAE,1797","Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebansaan Malaysia (UKM), Bangi, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skyline University College, University,School of Information Technology,City Sharjah,UAE,1797","institution_ids":["https://openalex.org/I2799888298"]},{"raw_affiliation_string":"Center for Cyber Security, Faculty of Information Science and Technology, Universiti Kebansaan Malaysia (UKM), Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001579081","display_name":"Akashdeep Bhadrdwaj","orcid":null},"institutions":[{"id":"https://openalex.org/I5847235","display_name":"University of Petroleum and Energy Studies","ror":"https://ror.org/04q2jes40","country_code":"IN","type":"education","lineage":["https://openalex.org/I5847235"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akashdeep Bhadrdwaj","raw_affiliation_strings":["University of Petroleum and Energy Studies,Dehradun,India","University of Petroleum and Energy Studies, Dehradun, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Petroleum and Energy Studies,Dehradun,India","institution_ids":["https://openalex.org/I5847235"]},{"raw_affiliation_string":"University of Petroleum and Energy Studies, Dehradun, India","institution_ids":["https://openalex.org/I5847235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055981334","display_name":"Salil Bharany","orcid":"https://orcid.org/0000-0002-2282-0419"},"institutions":[{"id":"https://openalex.org/I165682329","display_name":"Guru Nanak Dev University","ror":"https://ror.org/05ghzpa93","country_code":"IN","type":"education","lineage":["https://openalex.org/I165682329"]},{"id":"https://openalex.org/I2800494708","display_name":"Government Medical College, Amritsar","ror":"https://ror.org/046bk9643","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800494708"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Salil Bharany","raw_affiliation_strings":["GNDU,CET department,Amritsar,Punjab,India","CET department, GNDU, Amritsar, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GNDU,CET department,Amritsar,Punjab,India","institution_ids":["https://openalex.org/I165682329","https://openalex.org/I2800494708"]},{"raw_affiliation_string":"CET department, GNDU, Amritsar, Punjab, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056873670","display_name":"Munir Ahmad","orcid":"https://orcid.org/0000-0002-5240-0984"},"institutions":[{"id":"https://openalex.org/I43729321","display_name":"National College of Business Administration and Economics","ror":"https://ror.org/02my4wj17","country_code":"PK","type":"education","lineage":["https://openalex.org/I43729321"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Munir Ahmad","raw_affiliation_strings":["National College of Business, Administration and Economics,Lahore,Pakistan","National College of Business, Administration and Economics, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National College of Business, Administration and Economics,Lahore,Pakistan","institution_ids":["https://openalex.org/I43729321"]},{"raw_affiliation_string":"National College of Business, Administration and Economics, Lahore, Pakistan","institution_ids":["https://openalex.org/I43729321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037676122","display_name":"Ateeq Ur Rehman","orcid":"https://orcid.org/0000-0001-5203-0621"},"institutions":[{"id":"https://openalex.org/I43879129","display_name":"Government College University, Lahore","ror":"https://ror.org/040gec961","country_code":"PK","type":"education","lineage":["https://openalex.org/I43879129"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ateeq Ur Rehman","raw_affiliation_strings":["GC University,Department of Electrical Engineering,Lahore,Pakistan","Department of Electrical Engineering, GC University, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GC University,Department of Electrical Engineering,Lahore,Pakistan","institution_ids":["https://openalex.org/I43879129"]},{"raw_affiliation_string":"Department of Electrical Engineering, GC University, Lahore, Pakistan","institution_ids":["https://openalex.org/I43879129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009108863","display_name":"Tamer Mohamed","orcid":null},"institutions":[{"id":"https://openalex.org/I186129607","display_name":"Canadian University of Dubai","ror":"https://ror.org/029zgsn59","country_code":"AE","type":"education","lineage":["https://openalex.org/I186129607"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Tamer Mohamed","raw_affiliation_strings":["Canadian University Dubai,Dubai,UAE","Canadian University Dubai, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Canadian University Dubai,Dubai,UAE","institution_ids":["https://openalex.org/I186129607"]},{"raw_affiliation_string":"Canadian University Dubai, Dubai, UAE","institution_ids":["https://openalex.org/I186129607"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.4524,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9754403,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9951000213623047,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7149377465248108},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.6775938272476196},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6159790754318237},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5912575125694275},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5381532311439514},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.52399742603302},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5216456055641174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4763360619544983},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4359130263328552},{"id":"https://openalex.org/keywords/psychological-resilience","display_name":"Psychological resilience","score":0.4286843538284302},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.42295053601264954}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7149377465248108},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6775938272476196},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6159790754318237},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5912575125694275},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5381532311439514},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.52399742603302},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5216456055641174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4763360619544983},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4359130263328552},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.4286843538284302},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.42295053601264954},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccr56254.2022.9995852","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccr56254.2022.9995852","pdf_url":null,"source":{"id":"https://openalex.org/S4363608155","display_name":"2022 International Conference on Cyber Resilience (ICCR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Cyber Resilience (ICCR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2411631905","https://openalex.org/W2620231651","https://openalex.org/W2927107250","https://openalex.org/W2969881032","https://openalex.org/W2997433616","https://openalex.org/W3015572291","https://openalex.org/W3028563849","https://openalex.org/W3030949011","https://openalex.org/W3082828112","https://openalex.org/W3120709499","https://openalex.org/W3123746674","https://openalex.org/W3134610079","https://openalex.org/W3161684906","https://openalex.org/W3164721408","https://openalex.org/W3187597223","https://openalex.org/W4200224789","https://openalex.org/W4200616942","https://openalex.org/W4205555939","https://openalex.org/W4205850410","https://openalex.org/W4205867314","https://openalex.org/W4206117987","https://openalex.org/W4211119275","https://openalex.org/W4221051363","https://openalex.org/W4221096324","https://openalex.org/W4223992687","https://openalex.org/W4224920825","https://openalex.org/W4242392184","https://openalex.org/W4280529665","https://openalex.org/W4281674651","https://openalex.org/W4283805935","https://openalex.org/W4285006276","https://openalex.org/W4285130814","https://openalex.org/W4285259873","https://openalex.org/W4285820124","https://openalex.org/W4289520325","https://openalex.org/W4289830854","https://openalex.org/W4290755643","https://openalex.org/W4291952042"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Cyber":[0],"resilience":[1],"is":[2,25],"the":[3,8,23,84,92,109,161],"business":[4],"capability":[5],"of":[6,27,53,86,91,124],"handling":[7,28],"risks":[9],"and":[10,15,34,40,66,88,111,146],"preparing":[11],"themselves":[12],"for":[13,51],"responding":[14],"recovering":[16],"from":[17],"risks.":[18],"Being":[19],"a":[20,103,155],"cyber":[21],"resilient":[22],"organization":[24],"capable":[26],"unknown":[29],"or":[30,48],"less":[31],"known":[32],"threats":[33],"ready":[35],"to":[36,62,78,80,128,159],"face":[37],"such":[38,55],"adversities":[39],"challenges.":[41],"Healthcare":[42],"related":[43],"datasets":[44,72],"using":[45],"Machine":[46],"learning":[47],"ML-based":[49],"systems":[50],"detection":[52],"diseases":[54],"as":[56],"Streptococcus":[57],"pharyngitis":[58],"will":[59],"be":[60],"expected":[61],"operate":[63],"in":[64,106,116],"contested":[65],"adversarial":[67],"environments.":[68],"Every":[69],"operation":[70],"these":[71],"support":[73],"depends":[74],"on":[75],"their":[76],"capacity":[77],"adjust":[79],"threats.":[81],"To":[82],"minimize":[83],"risk":[85],"misdiagnosing":[87],"early":[89],"diagnosis":[90],"disease":[93],"an":[94],"intelligent":[95],"ML":[96,100,126],"method":[97],"are":[98],"required.":[99],"has":[101,112],"gained":[102],"significant":[104],"success":[105],"almost":[107],"all":[108,148],"domains":[110],"proved":[113],"its":[114],"ability":[115],"healthcare":[117],"sector":[118],"also.":[119],"This":[120],"research":[121],"presents":[122],"comparison":[123],"different":[125],"algorithms":[127],"detect":[129],"Pharyngitis.":[130],"The":[131,152],"study":[132],"revealed":[133],"that":[134],"with":[135,143],"reduced":[136],"feature":[137],"set":[138],"Random":[139],"Forest":[140],"performs":[141],"best":[142],"70.11%":[144],"accuracy":[145],"outshined":[147],"other":[149],"implemented":[150],"techniques.":[151],"authors":[153],"propose":[154],"new":[156],"privacy":[157],"framework":[158],"protect":[160],"patient":[162],"health":[163],"care":[164],"data.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
