{"id":"https://openalex.org/W2591896380","doi":"https://doi.org/10.5220/0006132202950302","title":"Macro Malware Detection using Machine Learning Techniques - A New Approach","display_name":"Macro Malware Detection using Machine Learning Techniques - A New Approach","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2591896380","doi":"https://doi.org/10.5220/0006132202950302","mag":"2591896380"},"language":"en","primary_location":{"id":"doi:10.5220/0006132202950302","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006132202950302","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006132202950302","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092262096","display_name":"Sergio de los Santos","orcid":"https://orcid.org/0000-0001-7158-665X"},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Sergio De los Santos","raw_affiliation_strings":["Telef\u00f3nica Digital Cyber Security Unit, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telef\u00f3nica Digital Cyber Security Unit, Spain","institution_ids":["https://openalex.org/I4210134591"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047161373","display_name":"J. F. Torres","orcid":"https://orcid.org/0000-0001-7371-4352"},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Torres","raw_affiliation_strings":["Telef\u00f3nica Digital Cyber Security Unit, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telef\u00f3nica Digital Cyber Security Unit, Spain","institution_ids":["https://openalex.org/I4210134591"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5092262096"],"corresponding_institution_ids":["https://openalex.org/I4210134591"],"apc_list":null,"apc_paid":null,"fwci":0.7466,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.69529597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"295","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9926999807357788,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9598000049591064,"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/malware","display_name":"Malware","score":0.9578620195388794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8467581272125244},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.8007760047912598},{"id":"https://openalex.org/keywords/cryptovirology","display_name":"Cryptovirology","score":0.7339293956756592},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6982681751251221},{"id":"https://openalex.org/keywords/microsoft-office","display_name":"Microsoft Office","score":0.6306004524230957},{"id":"https://openalex.org/keywords/computer-virus","display_name":"Computer virus","score":0.5414339303970337},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5327437520027161},{"id":"https://openalex.org/keywords/anti-virus","display_name":"Anti virus","score":0.491136759519577},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4169475734233856},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4022753834724426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35896268486976624},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2435695230960846}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9578620195388794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8467581272125244},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.8007760047912598},{"id":"https://openalex.org/C84525096","wikidata":"https://www.wikidata.org/wiki/Q3506050","display_name":"Cryptovirology","level":3,"score":0.7339293956756592},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6982681751251221},{"id":"https://openalex.org/C523788702","wikidata":"https://www.wikidata.org/wiki/Q11255","display_name":"Microsoft Office","level":2,"score":0.6306004524230957},{"id":"https://openalex.org/C19407854","wikidata":"https://www.wikidata.org/wiki/Q485","display_name":"Computer virus","level":2,"score":0.5414339303970337},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5327437520027161},{"id":"https://openalex.org/C2983655198","wikidata":"https://www.wikidata.org/wiki/Q93249","display_name":"Anti virus","level":2,"score":0.491136759519577},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4169475734233856},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4022753834724426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35896268486976624},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2435695230960846},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0006132202950302","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006132202950302","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0006132202950302","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006132202950302","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2294932870"],"related_works":["https://openalex.org/W4256304280","https://openalex.org/W4249009605","https://openalex.org/W2900526031","https://openalex.org/W3170525725","https://openalex.org/W4360996742","https://openalex.org/W2497191050","https://openalex.org/W2166844173","https://openalex.org/W3200236636","https://openalex.org/W2384735743","https://openalex.org/W2150675148"],"abstract_inverted_index":{"A":[0],"malware":[1,40,63,87],"macro":[5],"(also":[3],"called":[4],"virus)":[6],"is":[7,75],"the":[8,12,29,31,35,45,72,83,95,98],"code":[9],"that":[10,33,74],"exploits":[11],"functionality":[14],"of":[15,39,61,85,97],"office\ndocuments":[16],"(especially":[17],"Microsoft":[18],"Office\u2019s":[19],"Excel":[20],"and":[21,48],"Word)":[22],"to":[23,71,94],"carry":[24],"out":[25],"malicious":[26],"action":[27],"against":[28],"systems\nof":[30],"victims":[32],"open":[34],"file.":[36],"This":[37,80],"type":[38],"was":[41,55],"very":[42],"popular":[43],"during":[44],"late":[46],"90s":[47],"early":[49],"2000s.\nAfter":[50],"its":[51],"rise":[52],"when":[53],"it":[54],"created":[56],"as":[57],"a":[58,69],"propagation":[59],"method":[60],"other":[62],"in":[64],"2014,":[65],"viruses":[67],"continue\nposing":[68],"threat":[70],"user":[73],"far":[76],"from":[77],"being":[78],"controlled.":[79],"paper":[81],"studies":[82],"possibility":[84],"improving\nmacro":[86],"detection":[88],"via":[89],"machine":[90],"learning":[91],"techniques":[92],"applied":[93],"properties":[96],"code.":[99]},"counts_by_year":[{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-30T09:15:22.047038","created_date":"2025-10-10T00:00:00"}
