{"id":"https://openalex.org/W4387619776","doi":"https://doi.org/10.15439/2023f2385","title":"Tackling Variable-length Sequences with High-cardinality Features in Cyber-attack Detection","display_name":"Tackling Variable-length Sequences with High-cardinality Features in Cyber-attack Detection","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387619776","doi":"https://doi.org/10.15439/2023f2385"},"language":"en","primary_location":{"id":"doi:10.15439/2023f2385","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f2385","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/2385.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2023/drp/pdf/2385.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100577808","display_name":"Chang Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chang Lin","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications Beijing University of Posts and Telecommunications Beijing , China","State Key Laboratory of Information Photonics and Optical Communications Beijing University of Posts and Telecommunications Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications Beijing University of Posts and Telecommunications Beijing , China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications Beijing University of Posts and Telecommunications Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100577808"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.1117,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.31614234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"35","issue":null,"first_page":"1295","last_page":"1299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11130","display_name":"Coding theory and cryptography","score":0.958299994468689,"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"}},"topics":[{"id":"https://openalex.org/T11130","display_name":"Coding theory and cryptography","score":0.958299994468689,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9362999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cardinality","display_name":"Cardinality (data modeling)","score":0.7245234251022339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6799454092979431},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.6372151374816895},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.401347279548645},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20315444469451904},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17937088012695312}],"concepts":[{"id":"https://openalex.org/C87117476","wikidata":"https://www.wikidata.org/wiki/Q362383","display_name":"Cardinality (data modeling)","level":2,"score":0.7245234251022339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6799454092979431},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.6372151374816895},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.401347279548645},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20315444469451904},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17937088012695312},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2023f2385","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f2385","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/2385.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:afea25696d8d4940ba6486709af23b0e","is_oa":true,"landing_page_url":"https://doaj.org/article/afea25696d8d4940ba6486709af23b0e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 35, Pp 1295-1299 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2023f2385","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f2385","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/2385.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387619776.pdf","grobid_xml":"https://content.openalex.org/works/W4387619776.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W3015471529","https://openalex.org/W4200042272","https://openalex.org/W4283806576","https://openalex.org/W4298137289","https://openalex.org/W4298137360","https://openalex.org/W4298137446","https://openalex.org/W4386215054"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2058438338","https://openalex.org/W2168299207","https://openalex.org/W2019471580","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2002177687","https://openalex.org/W4224920876","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Internet":[0],"of":[1,78,82,92,112],"Things":[2],"(IoT)":[3],"based":[4,101],"systems":[5,40],"are":[6,29,52],"vulnerable":[7],"to":[8,19,31,35,70],"various":[9],"cyber-attacks":[10],"and":[11,14,60,67,76,95,106],"need":[12],"advanced":[13],"smart":[15],"techniques":[16],"in":[17],"order":[18],"achieve":[20],"their":[21],"security.In":[22],"the":[23,80,89,110,122],"FedCSIS":[24],"2023":[25],"big-data":[26],"competition,":[27],"participants":[28],"asked":[30],"construct":[32],"scoring":[33],"models":[34],"detect":[36],"whether":[37],"anomalous":[38],"operating":[39],"were":[41],"under":[42],"attack":[43,104],"by":[44],"using":[45,88],"logs":[46],"from":[47],"IoT":[48],"devices.These":[49],"log":[50],"files":[51],"variable-length":[53],"sequences":[54],"with":[55],"high":[56],"cardinality":[57],"features.Through":[58],"in-depth":[59],"detailed":[61],"analysis,":[62],"we":[63,84],"find":[64],"out":[65],"concise":[66],"efficient":[68],"methods":[69],"handle":[71],"these":[72],"huge":[73],"volumes,":[74],"variety,":[75],"veracity":[77],"data.On":[79],"basis":[81],"this,":[83],"create":[85],"detection":[86],"rules":[87],"fundamental":[90],"knowledge":[91],"mathematical":[93],"statistics":[94],"train":[96],"gradient":[97],"boosting":[98],"machine":[99],"(GBM)":[100],"classifier":[102],"for":[103],"detection.Experimental":[105],"competition":[107],"results":[108],"prove":[109],"effectiveness":[111],"our":[113],"proposed":[114],"methods.Our":[115],"final":[116],"AUC":[117],"score":[118],"is":[119],"0.9999":[120],"on":[121],"private":[123],"leaderboard.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}