{"id":"https://openalex.org/W4391113928","doi":"https://doi.org/10.1109/bigdata59044.2023.10386698","title":"Threat Hunting in Internet of Things Networks with Bio-Inspired Models","display_name":"Threat Hunting in Internet of Things Networks with Bio-Inspired Models","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391113928","doi":"https://doi.org/10.1109/bigdata59044.2023.10386698"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata59044.2023.10386698","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata59044.2023.10386698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","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/A5111549521","display_name":"Jia Mei Grace Lim","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jia Mei Grace Lim","raw_affiliation_strings":["University of Sheffield,Department of Computer Science,Sheffield,United Kingdom","Department of Computer Science, University of Sheffield, Sheffield, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sheffield,Department of Computer Science,Sheffield,United Kingdom","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023724656","display_name":"Olakunle Olayinka","orcid":"https://orcid.org/0000-0003-2449-3690"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Olakunle Olayinka","raw_affiliation_strings":["University of Sheffield,Department of Computer Science,Sheffield,United Kingdom","Department of Computer Science, University of Sheffield, Sheffield, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sheffield,Department of Computer Science,Sheffield,United Kingdom","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24979004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6221","last_page":"6223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987000226974487,"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":0.9987000226974487,"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":0.996999979019165,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9857000112533569,"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/computer-science","display_name":"Computer science","score":0.6954495310783386},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6731054186820984},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6195722222328186},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5698148012161255},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5526410937309265},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4842478930950165},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40292543172836304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3067287802696228},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12068873643875122}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6954495310783386},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6731054186820984},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6195722222328186},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5698148012161255},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5526410937309265},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4842478930950165},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40292543172836304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3067287802696228},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12068873643875122},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata59044.2023.10386698","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata59044.2023.10386698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","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":13,"referenced_works":["https://openalex.org/W2981822776","https://openalex.org/W3036484052","https://openalex.org/W3087886930","https://openalex.org/W3093940796","https://openalex.org/W3096448935","https://openalex.org/W3098620325","https://openalex.org/W3151784567","https://openalex.org/W4224284455","https://openalex.org/W4226510616","https://openalex.org/W4297318997","https://openalex.org/W4297329009","https://openalex.org/W4384834994","https://openalex.org/W6689981334"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W2250140200","https://openalex.org/W3121791438"],"abstract_inverted_index":{"Cyber":[0],"threat":[1,59,71,80],"hunting":[2,72,81],"is":[3],"time-consuming":[4],"as":[5],"large":[6],"data":[7,34],"quantities":[8,35],"are":[9],"analysed":[10],"to":[11,58,67],"hunt":[12],"down":[13],"attacks":[14,38],"that":[15],"have":[16],"evaded":[17],"existing":[18],"security":[19],"measures.":[20],"With":[21],"an":[22],"increasing":[23,33],"number":[24],"of":[25,27,49,92],"Internet":[26],"Things":[28],"(IoT)":[29],"devices,":[30],"the":[31,47,68,90,100],"subsequently":[32],"make":[36],"finding":[37],"through":[39],"traditional":[40],"approaches":[41,57,94],"impossible.":[42],"Existing":[43],"research":[44,69],"has":[45],"highlighted":[46],"use":[48],"signature-based,":[50],"visualisation,":[51],"analytical,":[52],"and":[53,61,75,95],"Artificial":[54],"Intelligence":[55],"(AI)":[56],"detection":[60],"anomaly":[62],"detection.":[63],"This":[64],"paper":[65],"contributes":[66],"on":[70],"using":[73],"AI":[74],"presents":[76],"novel":[77],"models":[78,87],"for":[79,102],"in":[82],"IoT":[83],"networks.":[84],"The":[85],"proposed":[86],"effectively":[88],"demonstrate":[89],"importance":[91],"preprocessing":[93],"model":[96],"adaptability":[97],"while":[98],"challenging":[99],"need":[101],"overly":[103],"complicated":[104],"models.":[105]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}