{"id":"https://openalex.org/W2773674191","doi":"https://doi.org/10.1109/ecai.2017.8166505","title":"Dynamic analysis of malware using artificial neural networks: Applying machine learning to identify malicious behavior based on parent process hirarchy","display_name":"Dynamic analysis of malware using artificial neural networks: Applying machine learning to identify malicious behavior based on parent process hirarchy","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2773674191","doi":"https://doi.org/10.1109/ecai.2017.8166505","mag":"2773674191"},"language":"en","primary_location":{"id":"doi:10.1109/ecai.2017.8166505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai.2017.8166505","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","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/A5080653538","display_name":"Cristian Pascariu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Cristian Pascariu","raw_affiliation_strings":["Faculty of Electronics, Telecommunications and Information Technology, Bucuresti, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology, Bucuresti, Romania","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074548162","display_name":"Ionu\u021b-Daniel BARBU","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ionut-Daniel Barbu","raw_affiliation_strings":["Faculty of Electronics, Telecommunications and Information Technology, Bucuresti, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology, Bucuresti, Romania","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080653538"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1849,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.48554475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9901999831199646,"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":0.9901999831199646,"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":0.9789000153541565,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8125360608100891},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8031985759735107},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6887046098709106},{"id":"https://openalex.org/keywords/computer-virus","display_name":"Computer virus","score":0.6771180033683777},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6627668142318726},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4965816140174866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4936157464981079},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4506613314151764},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44659560918807983},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31314608454704285},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2809962034225464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8125360608100891},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8031985759735107},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6887046098709106},{"id":"https://openalex.org/C19407854","wikidata":"https://www.wikidata.org/wiki/Q485","display_name":"Computer virus","level":2,"score":0.6771180033683777},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6627668142318726},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4965816140174866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4936157464981079},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4506613314151764},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44659560918807983},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31314608454704285},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2809962034225464},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecai.2017.8166505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai.2017.8166505","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2425931228","https://openalex.org/W4252835433"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2497191050","https://openalex.org/W3170525725","https://openalex.org/W2166844173","https://openalex.org/W4360996742","https://openalex.org/W2150675148"],"abstract_inverted_index":{"The":[0,67],"amount":[1,36],"of":[2,37,48,71,74,85],"computer":[3,60,87,91,123],"viruses":[4],"has":[5,23],"grown":[6],"significantly":[7],"and":[8,76,89,110,124],"antivirus":[9],"software":[10],"becomes":[11],"inefficient":[12],"when":[13],"analyzing":[14],"new":[15],"threats.":[16],"At":[17],"the":[18,34,46,53,79,122],"same":[19],"time,":[20],"artificial":[21,101],"intelligence":[22],"become":[24],"more":[25],"cost":[26],"effective":[27],"to":[28,33,44,82,98,104,121],"implement":[29],"in":[30],"projects":[31],"due":[32],"low":[35],"hardware":[38],"costs.":[39],"This":[40],"paper":[41],"is":[42,81],"intended":[43],"document":[45],"process":[47],"modelling":[49],"data":[50,69],"gathered":[51],"from":[52],"programs":[54],"that":[55],"are":[56,115],"running":[57],"on":[58,106],"a":[59,62,72],"with":[61],"Windows":[63],"based":[64],"operating":[65],"system.":[66],"input":[68],"consists":[70],"list":[73],"processes":[75,109],"their":[77],"hierarchy,":[78],"goal":[80],"create":[83],"patterns":[84,94],"normal":[86],"behavior":[88],"malicious":[90],"behavior;":[92],"these":[93],"will":[95],"be":[96],"used":[97],"train":[99],"an":[100],"neural":[102],"network":[103],"alert":[105],"newly":[107],"created":[108],"automatically":[111],"establish":[112],"if":[113],"they":[114],"safe":[116],"or":[117],"can":[118],"cause":[119],"harm":[120],"its":[125],"data.":[126]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}