{"id":"https://openalex.org/W4407847990","doi":"https://doi.org/10.1145/3711618.3711632","title":"RanCF: Optimizing Ransomware Classification in IIoT Environments with Random Forest","display_name":"RanCF: Optimizing Ransomware Classification in IIoT Environments with Random Forest","publication_year":2024,"publication_date":"2024-12-06","ids":{"openalex":"https://openalex.org/W4407847990","doi":"https://doi.org/10.1145/3711618.3711632"},"language":"en","primary_location":{"id":"doi:10.1145/3711618.3711632","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711618.3711632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 14th International Conference on Communication and Network Security","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/A5072045296","display_name":"Mowei Gong","orcid":"https://orcid.org/0009-0003-8389-095X"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mowei Gong","raw_affiliation_strings":["College of Computer Science, Beijing University of Technology, Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Beijing University of Technology, Beijing, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086511836","display_name":"Xujie L\u00fc","orcid":"https://orcid.org/0000-0001-8402-7160"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xuepeng Lu","raw_affiliation_strings":["Department of Technical Support, Beijing Luo'an Technology Co., Ltd, Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Technical Support, Beijing Luo'an Technology Co., Ltd, Beijing, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036825762","display_name":"Tianqi Peng","orcid":"https://orcid.org/0009-0000-1704-9335"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianqi Peng","raw_affiliation_strings":["College of Computer Science, Beijing University of Technology, Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Beijing University of Technology, Beijing, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016479971","display_name":"Guiping Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiping Zheng","raw_affiliation_strings":["College of Computer Science, Beijing University of Technology, Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Beijing University of Technology, Beijing, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103210823","display_name":"Haotian Zhu","orcid":"https://orcid.org/0000-0002-7106-6782"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian Zhu","raw_affiliation_strings":["College of Computer Science, Beijing University of Technology, Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Beijing University of Technology, Beijing, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046741540","display_name":"Cui Xinyue","orcid":null},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyue Cui","raw_affiliation_strings":["College of Computer Science, Beijing University of Technology, Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Beijing University of Technology, Beijing, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072045296"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30648841,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"158","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/ransomware","display_name":"Ransomware","score":0.8905065059661865},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7556387186050415},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.724750816822052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31433331966400146},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.24135753512382507},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2368929088115692}],"concepts":[{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.8905065059661865},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7556387186050415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.724750816822052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31433331966400146},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.24135753512382507},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2368929088115692}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3711618.3711632","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711618.3711632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 14th International Conference on Communication and Network Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2792599578","https://openalex.org/W2885096636","https://openalex.org/W2890434219","https://openalex.org/W2921920205","https://openalex.org/W2943698254","https://openalex.org/W2964936987","https://openalex.org/W2971791628","https://openalex.org/W3021147902","https://openalex.org/W3132588576","https://openalex.org/W3206052242","https://openalex.org/W3214298813","https://openalex.org/W4234005615","https://openalex.org/W4313326218","https://openalex.org/W4394744483","https://openalex.org/W4399182478"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3201228709","https://openalex.org/W2922354075","https://openalex.org/W4389157351","https://openalex.org/W4232561318","https://openalex.org/W3202245533","https://openalex.org/W4285067014","https://openalex.org/W4399423660"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
