{"id":"https://openalex.org/W4390331182","doi":"https://doi.org/10.1007/s11416-023-00509-7","title":"Faulty use of the CIC-IDS 2017 dataset in information security research","display_name":"Faulty use of the CIC-IDS 2017 dataset in information security research","publication_year":2023,"publication_date":"2023-12-28","ids":{"openalex":"https://openalex.org/W4390331182","doi":"https://doi.org/10.1007/s11416-023-00509-7"},"language":"en","primary_location":{"id":"doi:10.1007/s11416-023-00509-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11416-023-00509-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11416-023-00509-7.pdf","source":{"id":"https://openalex.org/S2764922190","display_name":"Journal of Computer Virology and Hacking Techniques","issn_l":"2263-8733","issn":["2263-8733"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Virology and Hacking Techniques","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s11416-023-00509-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051621053","display_name":"Rohit Dube","orcid":"https://orcid.org/0000-0003-1622-9099"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Rohit Dube","raw_affiliation_strings":["Networking and Advanced Security Business Group, VMware Inc., 3401 Hillview Ave., Palo Alto, CA, 94304, USA"],"raw_orcid":"https://orcid.org/0000-0003-1622-9099","affiliations":[{"raw_affiliation_string":"Networking and Advanced Security Business Group, VMware Inc., 3401 Hillview Ave., Palo Alto, CA, 94304, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051621053"],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.7545,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.91141326,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"1","first_page":"203","last_page":"211"},"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":0.9990000128746033,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9872999787330627,"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":0.8851815462112427},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6564967632293701},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5313770174980164},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5244821906089783},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45222359895706177},{"id":"https://openalex.org/keywords/information-security","display_name":"Information security","score":0.4172462224960327},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.416642963886261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41150227189064026},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3319700360298157}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8851815462112427},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6564967632293701},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5313770174980164},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5244821906089783},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45222359895706177},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.4172462224960327},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.416642963886261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41150227189064026},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3319700360298157},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11416-023-00509-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11416-023-00509-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11416-023-00509-7.pdf","source":{"id":"https://openalex.org/S2764922190","display_name":"Journal of Computer Virology and Hacking Techniques","issn_l":"2263-8733","issn":["2263-8733"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Virology and Hacking Techniques","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11416-023-00509-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11416-023-00509-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11416-023-00509-7.pdf","source":{"id":"https://openalex.org/S2764922190","display_name":"Journal of Computer Virology and Hacking Techniques","issn_l":"2263-8733","issn":["2263-8733"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Virology and Hacking Techniques","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4000000059604645,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309321","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44"},{"id":"https://openalex.org/F4320316409","display_name":"San Jos\u00e9 State University","ror":"https://ror.org/04qyvz380"},{"id":"https://openalex.org/F4320316785","display_name":"VMware","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390331182.pdf"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2012568697","https://openalex.org/W2099940443","https://openalex.org/W2789828921","https://openalex.org/W2926701059","https://openalex.org/W2946445608","https://openalex.org/W3180062783","https://openalex.org/W4213315959","https://openalex.org/W4248654407","https://openalex.org/W4309346044","https://openalex.org/W6903787453"],"related_works":["https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2390009783","https://openalex.org/W4254602698","https://openalex.org/W2394461323","https://openalex.org/W2364419519","https://openalex.org/W2360767377","https://openalex.org/W2017948608","https://openalex.org/W2360951146"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-30T23:08:21.542490","created_date":"2025-10-10T00:00:00"}
