{"id":"https://openalex.org/W7125956194","doi":"https://doi.org/10.1109/commnet68224.2025.11288865","title":"Modified Hyper Parameter Optimization for enhancing intrusion detection in Industrial-Internet of Things","display_name":"Modified Hyper Parameter Optimization for enhancing intrusion detection in Industrial-Internet of Things","publication_year":2025,"publication_date":"2025-12-03","ids":{"openalex":"https://openalex.org/W7125956194","doi":"https://doi.org/10.1109/commnet68224.2025.11288865"},"language":null,"primary_location":{"id":"doi:10.1109/commnet68224.2025.11288865","is_oa":false,"landing_page_url":"https://doi.org/10.1109/commnet68224.2025.11288865","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 8th International Conference on Advanced Communication Technologies and Networking (CommNet)","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/A5093750131","display_name":"Imane Laassar","orcid":"https://orcid.org/0009-0001-5949-6392"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Imane Laassar","raw_affiliation_strings":["Ibn Tofail University,Department of Computer Science,Kenitra,Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Tofail University,Department of Computer Science,Kenitra,Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123767560","display_name":"Ilyas Tammouch","orcid":null},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ilyas Tammouch","raw_affiliation_strings":["Ibn Tofail University,Department of Computer Science,Kenitra,Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Tofail University,Department of Computer Science,Kenitra,Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092558649","display_name":"Abdelamine Elouafi","orcid":"https://orcid.org/0009-0002-5877-2997"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelamine Elouafi","raw_affiliation_strings":["Ibn Tofail University,Department of Computer Science,Kenitra,Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Tofail University,Department of Computer Science,Kenitra,Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029315849","display_name":"Asmaa Amzali","orcid":"https://orcid.org/0009-0007-0767-1113"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Asmaa Amzali","raw_affiliation_strings":["Ibn Tofail University,Department of Computer Science,Kenitra,Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Tofail University,Department of Computer Science,Kenitra,Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057703664","display_name":"Asmaa Kourtin","orcid":"https://orcid.org/0009-0001-8814-146X"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Asmaa Kourtin","raw_affiliation_strings":["Ibn Tofail University,Department of Computer Science,Kenitra,Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Tofail University,Department of Computer Science,Kenitra,Morocco","institution_ids":["https://openalex.org/I3121676899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5093750131"],"corresponding_institution_ids":["https://openalex.org/I3121676899"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74707125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.7469000220298767,"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":0.7469000220298767,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.10040000081062317,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.03550000116229057,"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/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7811999917030334},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6898000240325928},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5482000112533569},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.5156000256538391},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.49630001187324524},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter optimization","score":0.46790000796318054},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.44269999861717224},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.421999990940094}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7811999917030334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7339000105857849},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6898000240325928},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5482000112533569},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.5156000256538391},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5088000297546387},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.49630001187324524},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4869000017642975},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.46790000796318054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46129998564720154},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.44269999861717224},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.421999990940094},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.39989998936653137},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.3961000144481659},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.37220001220703125},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3450999855995178},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.336899995803833},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.325300008058548},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.29420000314712524},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.2793000042438507},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.26030001044273376}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/commnet68224.2025.11288865","is_oa":false,"landing_page_url":"https://doi.org/10.1109/commnet68224.2025.11288865","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 8th International Conference on Advanced Communication Technologies and Networking (CommNet)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5058566927909851,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,70,114],"widespread":[1],"deployment":[2],"of":[3,6,44,109,119,161],"Industrial":[4],"Internet":[5],"Things":[7],"(IIoT)":[8],"devices":[9],"has":[10],"greatly":[11],"improved":[12],"operational":[13],"efficiency":[14],"and":[15,41,79,103,123,142],"connectivity":[16],"across":[17],"various":[18],"industries.":[19],"However,":[20],"this":[21,56],"rapid":[22],"expansion":[23],"also":[24],"increases":[25],"network":[26],"vulnerability":[27],"to":[28,74,130,158],"sophisticated":[29],"cyberattacks.":[30],"Traditional":[31],"intrusion":[32,149],"detection":[33,76,150],"systems":[34],"(IDSs)":[35],"struggle":[36],"with":[37,66,127],"the":[38,97,117,159],"high":[39],"dimensionality":[40],"dynamic":[42],"nature":[43],"IIoT":[45,83,93,140,164],"data,":[46],"resulting":[47],"in":[48,81,151,163],"suboptimal":[49],"threat":[50],"detection.":[51],"To":[52],"address":[53],"these":[54],"challenges,":[55],"work":[57],"proposes":[58],"a":[59,104,144,155],"novel":[60],"IDS":[61,132],"framework":[62,71],"combining":[63],"decision":[64,125],"trees":[65,126],"Bayesian":[67],"hyperparameter":[68],"optimization.":[69],"is":[72],"designed":[73],"enhance":[75],"accuracy,":[77],"adaptability,":[78],"resilience":[80],"complex":[82],"environments":[84],"while":[85],"reducing":[86],"false":[87],"positives.":[88],"Experimental":[89],"evaluation":[90],"on":[91],"extensive":[92],"datasets":[94],"demonstrates":[95],"that":[96],"proposed":[98],"method":[99],"achieves":[100],"96.07%":[101],"accuracy":[102],"weighted":[105],"average":[106],"F1":[107],"score":[108],"96.03%,":[110],"outperforming":[111],"conventional":[112],"approaches.":[113],"results":[115],"highlight":[116],"importance":[118],"strategically":[120],"tuning":[121],"hyperparameters":[122],"integrating":[124],"ensemble":[128],"techniques":[129],"improve":[131],"performance.":[133],"This":[134],"study":[135],"establishes":[136],"new":[137],"benchmarks":[138],"for":[139,148],"security":[141],"offers":[143],"scalable,":[145],"effective":[146],"solution":[147],"industrial":[152],"networks,":[153],"providing":[154],"significant":[156],"contribution":[157],"advancement":[160],"cybersecurity":[162],"contexts.":[165]},"counts_by_year":[],"updated_date":"2026-01-29T23:17:01.242718","created_date":"2026-01-29T00:00:00"}