{"id":"https://openalex.org/W4411266860","doi":"https://doi.org/10.1007/978-981-96-5566-3_23","title":"Does Ordinality in Encoding Matter for XAI? A Case Study on Explainable IDS","display_name":"Does Ordinality in Encoding Matter for XAI? A Case Study on Explainable IDS","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411266860","doi":"https://doi.org/10.1007/978-981-96-5566-3_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-5566-3_23","doi":"https://doi.org/10.1007/978-981-96-5566-3_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-5566-3_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4411266837","display_name":"Information Security and Cryptology \u2013 ICISC 2024"},"type":"conference-paper","is_traditional":true,"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/A5045098894","display_name":"Harry Chandra Tanuwidjaja","orcid":"https://orcid.org/0000-0003-2668-559X","observed_orcids":["https://orcid.org/0000-0003-2668-559X"]},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Harry Chandra Tanuwidjaja","raw_affiliation_strings":["National Institute of Information and Communications Technology, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-2668-559X","affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014860606","display_name":"Tao Ban","orcid":"https://orcid.org/0000-0002-9616-3212","observed_orcids":["https://orcid.org/0000-0002-9616-3212"]},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tao Ban","raw_affiliation_strings":["National Institute of Information and Communications Technology, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-9616-3212","affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029032117","display_name":"Takeshi Takahashi","orcid":"https://orcid.org/0000-0002-6477-7770","observed_orcids":["https://orcid.org/0000-0002-6477-7770","https://orcid.org/0009-0009-1421-7458"]},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeshi Takahashi","raw_affiliation_strings":["National Institute of Information and Communications Technology, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-6477-7770","affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039482466","display_name":"Tsung-Nan Lin","orcid":"https://orcid.org/0000-0001-5659-1194","observed_orcids":["https://orcid.org/0000-0001-5659-1194"]},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsung-Nan Lin","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-5659-1194","affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Boyi Lee","orcid":"https://orcid.org/0009-0002-0426-505X","observed_orcids":["https://orcid.org/0009-0002-0426-505X"]},"institutions":[{"id":"https://openalex.org/I4210166867","display_name":"National Institutes of Applied Research","ror":"https://ror.org/05wcstg80","country_code":"TW","type":"government","lineage":["https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Boyi Lee","raw_affiliation_strings":["National Applied Research Laboratories, Taipei, Taiwan"],"raw_orcid":"https://orcid.org/0009-0002-0426-505X","affiliations":[{"raw_affiliation_string":"National Applied Research Laboratories, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210166867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069543375","display_name":"Muhamad Erza Aminanto","orcid":"https://orcid.org/0000-0001-5614-2276","observed_orcids":["https://orcid.org/0000-0001-5614-2276"]},"institutions":[{"id":"https://openalex.org/I4405262958","display_name":"Monash University, Indonesia","ror":"https://ror.org/00m57t258","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405262958","https://openalex.org/I56590836"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhamad Erza Aminanto","raw_affiliation_strings":["Monash University Indonesia, Bumi Serpong Damai, Indonesia"],"raw_orcid":"https://orcid.org/0000-0001-5614-2276","affiliations":[{"raw_affiliation_string":"Monash University Indonesia, Bumi Serpong Damai, Indonesia","institution_ids":["https://openalex.org/I4405262958"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045098894"],"corresponding_institution_ids":["https://openalex.org/I90023481"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6456,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64088683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"465","last_page":"486"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9994999766349792,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9994999766349792,"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/T10400","display_name":"Network Security and Intrusion Detection","score":9.999999747378752e-05,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.0,"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/shap","display_name":"SHAP","score":0.9200000166893005},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.878000020980835},{"id":"https://openalex.org/keywords/network-intrusion-detection","display_name":"network intrusion detection","score":0.8050000071525574},{"id":"https://openalex.org/keywords/one-hot-encoding","display_name":"one-hot encoding","score":0.9729999899864197},{"id":"https://openalex.org/keywords/categorical-variables","display_name":"categorical variables","score":0.6629999876022339},{"id":"https://openalex.org/keywords/ordinality","display_name":"ordinality","score":0.7039999961853027},{"id":"https://openalex.org/keywords/label-encoding","display_name":"label encoding","score":0.8389999866485596},{"id":"https://openalex.org/keywords/feature-importance","display_name":"feature importance","score":0.7129999995231628},{"id":"https://openalex.org/keywords/cyberattack-classification","display_name":"cyberattack classification","score":0.7120000123977661},{"id":"https://openalex.org/keywords/model-interpretability","display_name":"model interpretability","score":0.7070000171661377}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7582851648330688},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.584007978439331},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2174404263496399}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-5566-3_23","doi":"https://doi.org/10.1007/978-981-96-5566-3_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-5566-3_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W3017093935","https://openalex.org/W3164964481","https://openalex.org/W4367309662","https://openalex.org/W4385482308","https://openalex.org/W4386352515","https://openalex.org/W4387007843","https://openalex.org/W4387490462"],"related_works":["https://openalex.org/W7116985437","https://openalex.org/W4385482308","https://openalex.org/W7203466109","https://openalex.org/W4414494280","https://openalex.org/W7118882667","https://openalex.org/W4411541890","https://openalex.org/W7127405702","https://openalex.org/W7131120739","https://openalex.org/W7171044477","https://openalex.org/W7165680456"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-11T09:32:39.932853","created_date":"2025-10-10T00:00:00"}