{"id":"https://openalex.org/W7125829493","doi":"https://doi.org/10.1109/icit64950.2025.11049108","title":"A Comprehensive Survey on Intrusion Detection Systems in IoT: Challenges and Future Directions","display_name":"A Comprehensive Survey on Intrusion Detection Systems in IoT: Challenges and Future Directions","publication_year":2025,"publication_date":"2025-05-27","ids":{"openalex":"https://openalex.org/W7125829493","doi":"https://doi.org/10.1109/icit64950.2025.11049108"},"language":null,"primary_location":{"id":"doi:10.1109/icit64950.2025.11049108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit64950.2025.11049108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 12th International Conference on Information Technology (ICIT)","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/A5123914241","display_name":"Ala\u2019 M. Al-Zoubi","orcid":null},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ala\u2019 M. Al-Zoubi","raw_affiliation_strings":["Al-Zaytoonah University of Jordan,Department of Data Science and Artificial Intelligence,Amman,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al-Zaytoonah University of Jordan,Department of Data Science and Artificial Intelligence,Amman,Jordan","institution_ids":["https://openalex.org/I145019703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123925879","display_name":"Katrina Sundus","orcid":null},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Katrina Sundus","raw_affiliation_strings":["Al-Zaytoonah University of Jordan,Department of Computer Science,Amman,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al-Zaytoonah University of Jordan,Department of Computer Science,Amman,Jordan","institution_ids":["https://openalex.org/I145019703"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123993483","display_name":"Tarek Kanan","orcid":null},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Tarek Kanan","raw_affiliation_strings":["Al-Zaytoonah University of Jordan,Department of Data Science and Artificial Intelligence,Amman,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al-Zaytoonah University of Jordan,Department of Data Science and Artificial Intelligence,Amman,Jordan","institution_ids":["https://openalex.org/I145019703"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":0.65626069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.7921000123023987,"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":0.7921000123023987,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.01850000023841858,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.016300000250339508,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7479000091552734},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6807000041007996},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5166000127792358},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5059000253677368},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.49639999866485596},{"id":"https://openalex.org/keywords/honeypot","display_name":"Honeypot","score":0.47049999237060547},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.42559999227523804}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7479000091552734},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6807000041007996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6309000253677368},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5860000252723694},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5166000127792358},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5059000253677368},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.49639999866485596},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4708999991416931},{"id":"https://openalex.org/C191267431","wikidata":"https://www.wikidata.org/wiki/Q911932","display_name":"Honeypot","level":2,"score":0.47049999237060547},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.42559999227523804},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.38109999895095825},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.33469998836517334},{"id":"https://openalex.org/C27061796","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion prevention system","level":3,"score":0.3264000117778778},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.30559998750686646},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.296999990940094},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C3018725008","wikidata":"https://www.wikidata.org/wiki/Q4071928","display_name":"Cyber threats","level":2,"score":0.27790001034736633}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit64950.2025.11049108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit64950.2025.11049108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 12th International Conference on Information Technology (ICIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5950695276260376}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,68],"rapid":[1],"growth":[2],"of":[3,6,25,55],"the":[4,22,61],"Internet":[5],"Things":[7],"(IoT)":[8],"has":[9],"changed":[10],"different":[11],"industrial":[12],"sectors,":[13],"along":[14],"with":[15,98],"introducing":[16],"significant":[17],"cybersecurity":[18,94],"challenges":[19],"due":[20],"to":[21,120,130],"increasing":[23],"number":[24],"connected":[26],"devices.":[27],"Intrusion":[28],"Detection":[29],"Systems":[30],"(IDS)":[31],"play":[32],"a":[33,52,109,123],"crucial":[34],"role":[35],"in":[36,46,58],"protecting":[37],"IoT":[38,140],"environments":[39],"by":[40,83],"identifying":[41],"and":[42,65,74,87,104,112,127,135],"mitigating":[43],"cyber":[44],"threats":[45],"real":[47],"time.":[48],"This":[49],"paper":[50],"provides":[51],"comprehensive":[53],"survey":[54],"IDS":[56,81,115,137],"techniques":[57],"IoT,":[59],"highlighting":[60],"challenges,":[62],"existing":[63],"approaches,":[64],"future":[66],"directions.":[67],"study":[69],"explores":[70],"Machine":[71],"Learning":[72,76],"(ML)":[73],"Deep":[75],"(DL)":[77],"techniques,":[78],"which":[79],"enhance":[80],"performance":[82],"improving":[84],"anomaly":[85],"detection":[86],"threat":[88],"classification.":[89],"Additionally,":[90],"we":[91],"address":[92],"key":[93],"concerns,":[95],"including":[96],"integration":[97],"emerging":[99],"technologies,":[100],"scalability,":[101],"resource":[102],"constraints,":[103],"data":[105],"privacy.":[106],"By":[107],"presenting":[108],"structured":[110],"taxonomy":[111],"analyzing":[113],"current":[114],"methodologies,":[116],"this":[117],"work":[118],"aims":[119],"serve":[121],"as":[122],"reference":[124],"for":[125,139],"researchers":[126],"practitioners":[128],"seeking":[129],"develop":[131],"more":[132],"efficient,":[133],"intelligent,":[134],"scalable":[136],"solutions":[138],"security.":[141]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-01-28T00:00:00"}