{"id":"https://openalex.org/W4390692351","doi":"https://doi.org/10.1109/jbhi.2024.3352013","title":"A Novel Collaborative SRU Network With Dynamic Behaviour Aggregation, Reduced Communication Overhead and Explainable Features","display_name":"A Novel Collaborative SRU Network With Dynamic Behaviour Aggregation, Reduced Communication Overhead and Explainable Features","publication_year":2024,"publication_date":"2024-01-10","ids":{"openalex":"https://openalex.org/W4390692351","doi":"https://doi.org/10.1109/jbhi.2024.3352013","pmid":"https://pubmed.ncbi.nlm.nih.gov/38198252"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3352013","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3352013","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/A_Novel_Collaborative_SRU_Network_With_Dynamic_Behaviour_Aggregation_Reduced_Communication_Overhead_and_Explainable_Features/25024844","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037432123","display_name":"Izhar Ahmed Khan","orcid":"https://orcid.org/0000-0001-7180-8179"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Izhar Ahmed Khan","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7180-8179","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033585021","display_name":"Imran Razzak","orcid":"https://orcid.org/0000-0002-3930-6600"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Imran Razzak","raw_affiliation_strings":["School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3930-6600","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088602677","display_name":"Dechang Pi","orcid":"https://orcid.org/0000-0002-6593-4563"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dechang Pi","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-6593-4563","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088880673","display_name":"Umar Zia","orcid":"https://orcid.org/0000-0003-4021-2166"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Umar Zia","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad (Attock Campus), Attock, Punjab, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-4021-2166","affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad (Attock Campus), Attock, Punjab, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039103505","display_name":"Shaharyar Kamal","orcid":"https://orcid.org/0000-0001-6615-5556"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Shaharyar Kamal","raw_affiliation_strings":["Department of Electrical Engineering, University of Chile, Santiago, Chile"],"raw_orcid":"https://orcid.org/0000-0001-6615-5556","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079604389","display_name":"Yasir Hussain","orcid":"https://orcid.org/0000-0001-7318-8137"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yasir Hussain","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7318-8137","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.9797,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.99113786,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"28","issue":"6","first_page":"3228","last_page":"3235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9908000230789185,"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"}},"topics":[{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9908000230789185,"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/T10320","display_name":"Neural Networks and Applications","score":0.9900000095367432,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9866999983787537,"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/overhead","display_name":"Overhead (engineering)","score":0.7777647376060486},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7443141937255859},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5115252733230591}],"concepts":[{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.7777647376060486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7443141937255859},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5115252733230591},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2024.3352013","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3352013","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38198252","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38198252","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:figshare.com:article/25024844","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_Novel_Collaborative_SRU_Network_With_Dynamic_Behaviour_Aggregation_Reduced_Communication_Overhead_and_Explainable_Features/25024844","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/25024844","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_Novel_Collaborative_SRU_Network_With_Dynamic_Behaviour_Aggregation_Reduced_Communication_Overhead_and_Explainable_Features/25024844","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2516809705","https://openalex.org/W2981978050","https://openalex.org/W2995630772","https://openalex.org/W2996223571","https://openalex.org/W3015392399","https://openalex.org/W3033675321","https://openalex.org/W3033835243","https://openalex.org/W3111288713","https://openalex.org/W3162956350","https://openalex.org/W3176234924","https://openalex.org/W3181998714","https://openalex.org/W3186626619","https://openalex.org/W3190067653","https://openalex.org/W3190323067","https://openalex.org/W3197881190","https://openalex.org/W3200314112","https://openalex.org/W3201030793","https://openalex.org/W3201381711","https://openalex.org/W3216835679","https://openalex.org/W4205302645","https://openalex.org/W4210894459","https://openalex.org/W4223612401","https://openalex.org/W4225750189","https://openalex.org/W4281674575","https://openalex.org/W4283219200","https://openalex.org/W4292387448","https://openalex.org/W4317038427","https://openalex.org/W4377717231","https://openalex.org/W4389040744"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Leakage":[0],"and":[1,6,24,53,66,110,125,165,181,191],"tampering":[2],"problems":[3],"in":[4,94],"collection":[5],"transmission":[7],"of":[8,26,46,101,134,140,148,153,178,199],"biomedical":[9,200],"data":[10,163],"have":[11],"attracted":[12],"much":[13],"attention":[14],"as":[15],"these":[16],"concerns":[17],"instigates":[18],"negative":[19],"impression":[20],"regarding":[21],"privacy,":[22],"security,":[23],"reputation":[25],"medical":[27],"networks.":[28],"This":[29],"article":[30],"presents":[31],"a":[32,38,90,95],"novel":[33],"security":[34,92,105,154,174,184],"model":[35,93,121],"that":[36,59],"establishes":[37],"threat-vector":[39],"database":[40],"based":[41,144],"on":[42,145],"the":[43,68,99,114,120,132,138,141,146,151,161,172],"dynamic":[44,115],"behaviours":[45],"smart":[47],"healthcare":[48,86],"systems.":[49],"Then,":[50,75],"an":[51,76],"improved":[52],"privacy-preserved":[54],"SRU":[55],"network":[56],"is":[57,81,107,176],"designed":[58],"aims":[60],"to":[61,83,88,122,159,169],"alleviate":[62],"fading":[63],"gradient":[64],"issue":[65],"enhance":[67],"learning":[69,79],"process":[70,143],"by":[71,129,156],"reducing":[72],"computational":[73],"cost.":[74],"intelligent":[77],"federated":[78],"algorithm":[80],"deployed":[82],"enable":[84],"multiple":[85],"networks":[87],"form":[89],"collaborative":[91],"personalized":[96],"manner":[97],"without":[98],"loss":[100],"privacy.":[102],"The":[103],"proposed":[104,173],"method":[106,175],"both":[108],"parallelizable":[109],"computationally":[111],"effective":[112],"since":[113],"behaviour":[116],"aggregation":[117],"strategy":[118],"empowers":[119],"work":[123],"collaboratively":[124],"reduce":[126,189],"communication":[127],"overhead":[128,190],"dynamically":[130],"adjusting":[131],"number":[133],"participating":[135],"clients.":[136],"Additionally,":[137],"visualization":[139],"decision":[142],"explainability":[147],"features":[149],"enhances":[150],"understanding":[152],"experts":[155],"enabling":[157],"them":[158],"comprehend":[160],"underlying":[162],"evidence":[164],"causal":[166],"reasoning.":[167],"Compared":[168],"existing":[170],"methods,":[171],"capable":[177],"thoroughly":[179],"analyzing":[180],"detecting":[182],"severe":[183],"threats":[185],"with":[186,196],"high":[187],"accuracy,":[188],"lower":[192],"computation":[193],"cost":[194],"along":[195],"enhanced":[197],"privacy":[198],"data.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":23},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
