{"id":"https://openalex.org/W4406891901","doi":"https://doi.org/10.1109/fllm63129.2024.10852471","title":"Bridging the Gap: A Comparative Analysis of ICS and IT Datasets for IDS Evaluation","display_name":"Bridging the Gap: A Comparative Analysis of ICS and IT Datasets for IDS Evaluation","publication_year":2024,"publication_date":"2024-11-26","ids":{"openalex":"https://openalex.org/W4406891901","doi":"https://doi.org/10.1109/fllm63129.2024.10852471"},"language":"en","primary_location":{"id":"doi:10.1109/fllm63129.2024.10852471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fllm63129.2024.10852471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Foundation and Large Language Models (FLLM)","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/A5116056832","display_name":"Sai Sree Koneru","orcid":null},"institutions":[{"id":"https://openalex.org/I134118262","display_name":"Lewis University","ror":"https://ror.org/0376vhj74","country_code":"US","type":"education","lineage":["https://openalex.org/I134118262"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sai Sree Koneru","raw_affiliation_strings":["Lewis University,Computer Science,Romeoville,USA"],"affiliations":[{"raw_affiliation_string":"Lewis University,Computer Science,Romeoville,USA","institution_ids":["https://openalex.org/I134118262"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068444709","display_name":"Jake Cho","orcid":"https://orcid.org/0000-0001-6665-8604"},"institutions":[{"id":"https://openalex.org/I134118262","display_name":"Lewis University","ror":"https://ror.org/0376vhj74","country_code":"US","type":"education","lineage":["https://openalex.org/I134118262"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jake Cho","raw_affiliation_strings":["Lewis University,Computer Science,Romeoville,USA"],"affiliations":[{"raw_affiliation_string":"Lewis University,Computer Science,Romeoville,USA","institution_ids":["https://openalex.org/I134118262"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5116056832"],"corresponding_institution_ids":["https://openalex.org/I134118262"],"apc_list":null,"apc_paid":null,"fwci":0.7427,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75838698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"300","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.04569999873638153,"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/T12127","display_name":"Software System Performance and Reliability","score":0.04569999873638153,"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/T11572","display_name":"Information Technology Governance and Strategy","score":0.04280000180006027,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.028699999675154686,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.8953784704208374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.562684178352356},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15130138397216797}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8953784704208374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.562684178352356},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15130138397216797}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fllm63129.2024.10852471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fllm63129.2024.10852471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Foundation and Large Language Models (FLLM)","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":16,"referenced_works":["https://openalex.org/W1571401318","https://openalex.org/W2013945336","https://openalex.org/W2046617939","https://openalex.org/W2133636534","https://openalex.org/W2768947629","https://openalex.org/W2789828921","https://openalex.org/W2905990309","https://openalex.org/W2946678036","https://openalex.org/W2979671897","https://openalex.org/W3091327592","https://openalex.org/W3125599510","https://openalex.org/W3201887672","https://openalex.org/W4366966689","https://openalex.org/W4387426021","https://openalex.org/W4392908911","https://openalex.org/W6674596352"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2667588871","https://openalex.org/W2272354214"],"abstract_inverted_index":{"This":[0,104],"analysis":[1,57],"addresses":[2],"the":[3,23,27,35,77,81,113,128],"critical":[4],"knowledge":[5],"gap":[6],"in":[7,34,43,106],"analyzing,":[8],"preprocessing,":[9],"and":[10,58,65,71,102],"applying":[11,26,112,132],"machine":[12],"learning":[13],"algorithms":[14],"to":[15,22,30,73,76,100,111,135,140],"Operational":[16,50,84,136],"Technology":[17,32,51,85,88,137,142],"data":[18,33,48,89,138,143],"by":[19,144],"comparing":[20,146],"it":[21,98],"ease":[24],"of":[25,37,80,127],"same":[28,114],"process":[29],"Informational":[31],"domain":[36],"Intrusion":[38],"Detection.":[39],"The":[40],"challenge":[41],"lies":[42],"processing":[44],"multivariate":[45],"time":[46,95],"series":[47],"like":[49],"data,":[52,86],"which":[53],"requires":[54],"both":[55,118],"statistical":[56],"modeling.":[59],"Common":[60],"tests,":[61],"such":[62],"as":[63],"stationarity":[64],"causality":[66],"checks,":[67],"are":[68],"computationally":[69],"expensive":[70],"difficult":[72],"implement":[74],"due":[75],"complex":[78],"nature":[79],"data.":[82],"Unlike":[83],"Information":[87,141],"we":[90],"used":[91],"is":[92],"not":[93],"a":[94,124],"series,":[96],"making":[97],"easier":[99],"analyze":[101],"preprocess.":[103],"difference":[105],"structure":[107],"creates":[108],"significant":[109],"barriers":[110],"workflows":[115],"effectively":[116],"across":[117],"domains.":[119],"Thus,":[120],"this":[121],"research":[122],"provides":[123],"comprehensive":[125],"explanation":[126],"limitations":[129],"encountered":[130],"when":[131],"various":[133],"methods":[134],"compared":[139],"carefully":[145],"each":[147],"case.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-03T08:47:05.690250","created_date":"2025-10-10T00:00:00"}