{"id":"https://openalex.org/W2769312722","doi":"https://doi.org/10.1145/3139367.3139400","title":"Machine Learning and Images for Malware Detection and Classification","display_name":"Machine Learning and Images for Malware Detection and Classification","publication_year":2017,"publication_date":"2017-09-28","ids":{"openalex":"https://openalex.org/W2769312722","doi":"https://doi.org/10.1145/3139367.3139400","mag":"2769312722"},"language":"en","primary_location":{"id":"doi:10.1145/3139367.3139400","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3139367.3139400","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st Pan-Hellenic Conference on Informatics","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/A5013497890","display_name":"Konstantinos Kosmidis","orcid":"https://orcid.org/0000-0003-0010-0573"},"institutions":[{"id":"https://openalex.org/I183898223","display_name":"International Hellenic University","ror":"https://ror.org/00708jp83","country_code":"GR","type":"education","lineage":["https://openalex.org/I183898223"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Konstantinos Kosmidis","raw_affiliation_strings":["Communications and Cybersecurity School of Science and Technology, International Hellenic University, Greece"],"affiliations":[{"raw_affiliation_string":"Communications and Cybersecurity School of Science and Technology, International Hellenic University, Greece","institution_ids":["https://openalex.org/I183898223"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003619823","display_name":"Christos Kalloniatis","orcid":"https://orcid.org/0000-0002-8844-2596"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Kalloniatis","raw_affiliation_strings":["Privacy Requirements Engineering's and Social Informatics Laboratory Department of Cultural Technology and Communication, University of Aegean, Mitilini, Greece"],"affiliations":[{"raw_affiliation_string":"Privacy Requirements Engineering's and Social Informatics Laboratory Department of Cultural Technology and Communication, University of Aegean, Mitilini, Greece","institution_ids":["https://openalex.org/I98805295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013497890"],"corresponding_institution_ids":["https://openalex.org/I183898223"],"apc_list":null,"apc_paid":null,"fwci":3.1437,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.92982819,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9722999930381775,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9707000255584717,"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/malware","display_name":"Malware","score":0.9435303211212158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.829391360282898},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6561977863311768},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5271981358528137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5230708718299866},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49971795082092285},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45774075388908386},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3138507008552551},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.05776354670524597}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9435303211212158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.829391360282898},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6561977863311768},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5271981358528137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5230708718299866},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49971795082092285},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45774075388908386},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3138507008552551},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.05776354670524597},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3139367.3139400","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3139367.3139400","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st Pan-Hellenic Conference on Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1566135517","https://openalex.org/W2010065958","https://openalex.org/W2045140281","https://openalex.org/W2521757446"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W3152891574","https://openalex.org/W4284893819","https://openalex.org/W4316881845","https://openalex.org/W4232632923","https://openalex.org/W2775776836","https://openalex.org/W4323520309","https://openalex.org/W4220843502"],"abstract_inverted_index":{"Detecting":[0],"malicious":[1],"code":[2],"with":[3],"exact":[4],"match":[5],"on":[6],"collected":[7],"datasets":[8],"is":[9],"becoming":[10],"a":[11],"large-scale":[12],"identification":[13],"problem":[14],"due":[15],"to":[16,25,35],"the":[17],"existence":[18],"of":[19],"new":[20,30],"malware":[21],"variants.":[22],"Being":[23],"able":[24],"promptly":[26],"and":[27],"accurately":[28],"identify":[29],"attacks":[31],"enables":[32],"security":[33],"experts":[34],"respond":[36],"effectively.":[37]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
