{"id":"https://openalex.org/W4415969619","doi":"https://doi.org/10.1109/cist65886.2025.11224193","title":"Leveraging AI to Forge Zero Trust Security in IoT Systems: Smart Homes Case","display_name":"Leveraging AI to Forge Zero Trust Security in IoT Systems: Smart Homes Case","publication_year":2025,"publication_date":"2025-10-04","ids":{"openalex":"https://openalex.org/W4415969619","doi":"https://doi.org/10.1109/cist65886.2025.11224193"},"language":null,"primary_location":{"id":"doi:10.1109/cist65886.2025.11224193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist65886.2025.11224193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 8th Congress on Information Science and Technology (CiSt)","raw_type":"proceedings-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/A5120289716","display_name":"Danya AbuALRish","orcid":null},"institutions":[{"id":"https://openalex.org/I37417134","display_name":"Palestine Polytechnic University","ror":"https://ror.org/03wwspn40","country_code":"PS","type":"education","lineage":["https://openalex.org/I37417134"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Danya AbuALRish","raw_affiliation_strings":["Palestine Polytechnic University,Informatics Department/Graduate Studies College,Hebron,Palestine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Palestine Polytechnic University,Informatics Department/Graduate Studies College,Hebron,Palestine","institution_ids":["https://openalex.org/I37417134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061713378","display_name":"Radwan Tahboub","orcid":null},"institutions":[{"id":"https://openalex.org/I37417134","display_name":"Palestine Polytechnic University","ror":"https://ror.org/03wwspn40","country_code":"PS","type":"education","lineage":["https://openalex.org/I37417134"]}],"countries":["PS"],"is_corresponding":false,"raw_author_name":"Radwan Tahboub","raw_affiliation_strings":["Palestine Polytechnic University,Informatics Department/Graduate Studies College,Hebron,Palestine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Palestine Polytechnic University,Informatics Department/Graduate Studies College,Hebron,Palestine","institution_ids":["https://openalex.org/I37417134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28045666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"250","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.8381999731063843,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.8381999731063843,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.065700002014637,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.053700000047683716,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5770000219345093},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5439000129699707},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5067999958992004},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.4397999942302704},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.43389999866485596},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.39879998564720154},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.3959999978542328},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.3682999908924103},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.365200012922287}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5770000219345093},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5439000129699707},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5067999958992004},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.46309998631477356},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.46140000224113464},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.4397999942302704},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.43389999866485596},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.39879998564720154},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.3959999978542328},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38179999589920044},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.3682999908924103},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.365200012922287},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3587000072002411},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.33309999108314514},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.3287999927997589},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.31850001215934753},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.31439998745918274},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.30799999833106995},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3068000078201294},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C154908896","wikidata":"https://www.wikidata.org/wiki/Q2167404","display_name":"Security policy","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C121822524","wikidata":"https://www.wikidata.org/wiki/Q5157582","display_name":"Computer security model","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.25609999895095825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cist65886.2025.11224193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist65886.2025.11224193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 8th Congress on Information Science and Technology (CiSt)","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":12,"referenced_works":["https://openalex.org/W1570011815","https://openalex.org/W3169552415","https://openalex.org/W3195316770","https://openalex.org/W4282918766","https://openalex.org/W4315574335","https://openalex.org/W4366589820","https://openalex.org/W4387046566","https://openalex.org/W4389371916","https://openalex.org/W4391052755","https://openalex.org/W4396768380","https://openalex.org/W4399237731","https://openalex.org/W4399619204"],"related_works":[],"abstract_inverted_index":{"Smart":[0],"meters":[1],"are":[2,30,41],"advanced":[3],"Internet":[4],"of":[5,20,48,74,132,332,340,367],"Things":[6],"(IoT)":[7],"devices":[8,26,52,107],"used":[9],"to":[10,33,44,85,120,345,364],"measure":[11],"energy":[12,21,244,312,361],"consumption":[13,113,124,237,305],"in":[14,234,286,302,349],"real":[15],"time,":[16],"improving":[17,353],"the":[18,45,72,147,183,188,206,215,247,252,269,293,330,338,365],"efficiency":[19],"systems.":[22,88],"However,":[23],"as":[24,65,212,214],"these":[25],"become":[27],"interconnected,":[28],"they":[29],"increasingly":[31],"exposed":[32],"cyber-security":[34],"threats":[35],"and":[36,55,98,105,112,122,130,153,192,209,222,242,255,259,274,290,310],"challenges.":[37],"Traditional":[38],"security":[39,68,133,348],"methods":[40],"insufficient":[42],"due":[43],"dynamic":[46],"nature":[47],"their":[49],"interconnectivity,":[50],"where":[51],"continuously":[53,103],"interact":[54],"exchange":[56],"data.":[57],"The":[58,135,180,198,315],"Zero":[59],"Trust":[60],"Model":[61],"(ZTM)":[62],"has":[63],"emerged":[64],"a":[66,82],"promising":[67],"solution,":[69],"operating":[70],"on":[71,109,325],"principle":[73],"\"Never":[75],"Trust,":[76],"Always":[77],"Verify.\"":[78],"This":[79],"study":[80],"proposes":[81],"ZTM-based":[83],"approach":[84,356],"securing":[86],"IoT":[87,347],"By":[89],"leveraging":[90],"Artificial":[91],"Intelligence":[92],"(AI)":[93],"techniques\u2014including":[94],"Decision":[95,139,184,253,266],"Trees,":[96],"K-mean,":[97],"Isolation":[99,160,277],"Forest\u2014the":[100],"proposed":[101,316],"model":[102,186,201,317],"authenticates":[104],"isolates":[106],"based":[108,324],"user":[110],"behavior":[111,118],"patterns.":[114],"Additionally,":[115],"it":[116,230,283,298],"develops":[117],"profiles":[119],"monitor":[121],"analyze":[123],"trends,":[125],"enabling":[126],"real-time":[127],"anomaly":[128,143],"detection":[129,144,288],"mitigation":[131],"threats.":[134],"integrated":[136,158,250],"ZTM":[137,157,167,181,200,248,264,295,342],"with":[138,146,159,169,173,182,251,265,320,343],"Tree":[140,185,254,267],"outperformed":[141],"other":[142,322],"models":[145,249,323],"highest":[148,216],"98.4%":[149],"accuracy,":[150,163,175],"recall,":[151],"precision,":[152],"F1-score.":[154],"In":[155],"contrast,":[156],"Forest":[161,278],"(67%":[162],"F1-score":[164,176],"67%),":[165],"while":[166],"combined":[168],"K-Mean":[170],"performed":[171,284],"worst,":[172],"(47%":[174],"35%)":[177],"less":[178],"effective.":[179],"had":[187],"lowest":[189],"false":[190,193],"positive":[191],"negative":[194],"rates":[195],"nearly":[196],"zero.":[197],"standalone":[199,294],"(without":[202],"AI":[203,344],"integration)":[204],"exhibited":[205],"longest":[207],"training":[208,221],"testing":[210],"times,":[211],"well":[213],"memory":[217],"usage\u20142343.61":[218],"MB":[219,224],"during":[220,225],"585.92":[223],"testing,":[226],"Despite":[227],"its":[228],"slower,":[229,297],"was":[231,296,299,318],"still":[232,300],"effective":[233,301],"identifying":[235,303],"power":[236,304],"anomalies,":[238,306],"including":[239,307],"device":[240,308],"malfunctions":[241,309],"potential":[243,311],"theft.In":[245,313],"comparison,":[246],"K-mean":[256],"were":[257],"faster":[258],"more":[260,281,359],"memory-efficient.":[261],"Among":[262],"them,":[263],"demonstrated":[268],"best":[270],"trade-off":[271],"between":[272],"speed":[273],"accuracy.":[275],"Although":[276],"is":[279],"theoretically":[280],"advanced,":[282],"poorly":[285],"both":[287],"accuracy":[289],"computational":[291],"efficiency.While":[292],"Addition,":[314],"compared":[319],"two":[321],"blockchain":[326],"technology":[327],"for":[328],"protecting":[329],"data":[331],"smart":[333,350,369],"meters.":[334],"These":[335],"findings":[336],"underscore":[337],"significance":[339],"applying":[341],"enhance":[346],"homes.":[351],"Beyond":[352],"security,":[354],"this":[355],"also":[357],"promotes":[358],"efficient":[360],"management,":[362],"contributing":[363],"development":[366],"sustainable":[368],"cities.":[370]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-06T00:00:00"}
