{"id":"https://openalex.org/W4399668278","doi":"https://doi.org/10.1145/3661167.3661286","title":"Study for Integrating IoT-IDS Datasets: Machine and Deep Learning for Secure IoT Network System","display_name":"Study for Integrating IoT-IDS Datasets: Machine and Deep Learning for Secure IoT Network System","publication_year":2024,"publication_date":"2024-06-14","ids":{"openalex":"https://openalex.org/W4399668278","doi":"https://doi.org/10.1145/3661167.3661286"},"language":"en","primary_location":{"id":"doi:10.1145/3661167.3661286","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3661167.3661286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering","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/A5004251248","display_name":"Shalli Rani","orcid":"https://orcid.org/0000-0002-8474-9435"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shalli Rani","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0002-8474-9435","affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100711639","display_name":"Ankita Sharma","orcid":"https://orcid.org/0000-0001-9622-8170"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankita Sharma","raw_affiliation_strings":["Chitkara University, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0002-5523-052X","affiliations":[{"raw_affiliation_string":"Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098711560","display_name":"Muhammad Zohaib","orcid":"https://orcid.org/0009-0007-7478-5671"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Muhammad Zohaib","raw_affiliation_strings":["LUT University, Finland"],"raw_orcid":"https://orcid.org/0009-0007-7478-5671","affiliations":[{"raw_affiliation_string":"LUT University, Finland","institution_ids":["https://openalex.org/I63548447"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004251248"],"corresponding_institution_ids":["https://openalex.org/I74319210"],"apc_list":null,"apc_paid":null,"fwci":1.3456,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8127134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"686","last_page":"691"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987999796867371,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9965000152587891,"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/internet-of-things","display_name":"Internet of Things","score":0.8428372144699097},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7904272079467773},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5249649882316589},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4280153214931488},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39687004685401917},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3555060625076294}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.8428372144699097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7904272079467773},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5249649882316589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4280153214931488},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39687004685401917},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3555060625076294}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3661167.3661286","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3661167.3661286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2009033060","https://openalex.org/W2068220298","https://openalex.org/W2076587863","https://openalex.org/W2111619626","https://openalex.org/W2595626209","https://openalex.org/W2783380896","https://openalex.org/W2888793188","https://openalex.org/W2903294440","https://openalex.org/W2907165140","https://openalex.org/W2926701059","https://openalex.org/W2944406047","https://openalex.org/W3000307855","https://openalex.org/W3004999940","https://openalex.org/W3011446929","https://openalex.org/W3015447130","https://openalex.org/W3028069824","https://openalex.org/W3029046628","https://openalex.org/W3106800075","https://openalex.org/W3126698296","https://openalex.org/W3195505826","https://openalex.org/W3200617211","https://openalex.org/W3206014301","https://openalex.org/W4229049869","https://openalex.org/W4254081269","https://openalex.org/W4307573706","https://openalex.org/W6650024476","https://openalex.org/W6658929250","https://openalex.org/W6682947974","https://openalex.org/W6783352070","https://openalex.org/W6802865985","https://openalex.org/W6846377212"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"The":[0,72],"rapid":[1],"expansion":[2],"of":[3,5,14,35,65,82,109,120,140,154,166,224,260],"Internet":[4],"Things":[6],"(IoT)":[7],"devices":[8,245],"has":[9],"introduced":[10],"a":[11,106],"new":[12],"phase":[13],"inter":[15],"connectivity":[16],"and":[17,42,58,67,112,174,182,199,213,237,274],"convenience,":[18],"while":[19,86],"also":[20],"presenting":[21],"notable":[22],"security":[23,34,70,97,141,215],"obstacles.":[24],"This":[25,161,176,239],"research":[26,133],"paper":[27],"investigates":[28],"novel":[29],"methodologies":[30,191],"for":[31,62,78,123,151],"enhancing":[32,117,207,257],"the":[33,63,87,101,118,152,164,179,208,221,225,258,267],"IoT":[36,143,159,203,244],"networks":[37],"by":[38],"using":[39,129],"machine":[40,146],"learning":[41,44,147,190],"deep":[43],"methodologies.":[45],"In":[46,217],"order":[47,218],"to":[48,93,100,135,184,210,219],"accomplish":[49],"this":[50,126],"objective,":[51],"two":[52,170],"well":[53,76],"acknowledged":[54],"datasets,":[55,131],"namely":[56],"UNSW-NB15":[57,73],"BoT-IoT,":[59],"are":[60,149],"used":[61,150],"purpose":[64,153],"constructing":[66],"assessing":[68],"resilient":[69],"models.":[71],"dataset":[74,89],"is":[75,90,240],"recognized":[77],"its":[79],"extensive":[80],"compilation":[81],"network":[83,113,167,204],"traffic":[84,114,168],"data,":[85],"BoT-IoT":[88],"especially":[91],"designed":[92],"facilitate":[94],"study":[95],"on":[96,158],"issues":[98],"related":[99],"IoT.":[102],"These":[103],"datasets":[104],"provide":[105],"wide":[107],"array":[108],"attack":[110],"scenarios":[111],"patterns,":[115],"therefore":[116,262],"diversity":[119],"available":[121],"resources":[122,249],"researchers":[124],"in":[125,187,195,202],"field.":[127],"By":[128],"these":[130],"our":[132],"endeavours":[134],"examine":[136],"many":[137],"crucial":[138],"facets":[139],"inside":[142],"networks.":[144,160],"Initially,":[145],"techniques":[148],"conducting":[155],"intrusion":[156],"detection":[157,181],"stage":[162],"encompasses":[163],"categorization":[165],"into":[169,230,266],"distinct":[171],"categories:":[172],"normal":[173],"malicious.":[175],"process":[177],"facilitates":[178],"prompt":[180],"reaction":[183],"potential":[185],"threats":[186],"real-time.":[188],"Deep":[189],"demonstrate":[192],"exceptional":[193],"proficiency":[194],"capturing":[196],"complicated":[197],"patterns":[198],"behaviours":[200],"inherent":[201],"traffic,":[205],"hence":[206],"capacity":[209],"detect":[211],"intricate":[212],"dynamic":[214],"risks.":[216],"assure":[220],"practical":[222],"usability":[223],"presented":[226],"models,":[227,261],"we":[228,252],"take":[229],"account":[231],"variables":[232],"such":[233],"as":[234],"computing":[235],"efficiency":[236],"scalability.":[238],"particularly":[241],"important":[242],"since":[243],"often":[246],"have":[247],"limited":[248],"available.":[250],"Furthermore,":[251],"investigate":[253],"approaches":[254],"aimed":[255],"at":[256],"interpretability":[259],"offering":[263],"valuable":[264],"insights":[265],"underlying":[268],"decision-making":[269],"mechanisms,":[270],"ultimately":[271],"fostering":[272],"trust":[273],"transparency.":[275]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
