{"id":"https://openalex.org/W3195766984","doi":"https://doi.org/10.1109/ecai52376.2021.9515044","title":"Computation of Cyclomatic Complexity and Detection of Malware Executable Files","display_name":"Computation of Cyclomatic Complexity and Detection of Malware Executable Files","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3195766984","doi":"https://doi.org/10.1109/ecai52376.2021.9515044","mag":"3195766984"},"language":"en","primary_location":{"id":"doi:10.1109/ecai52376.2021.9515044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai52376.2021.9515044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th 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/A5061220853","display_name":"Sudesh Kumar Santhosh Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I170558118","display_name":"Sri Venkateswara University","ror":"https://ror.org/05weahn72","country_code":"IN","type":"education","lineage":["https://openalex.org/I170558118"]},{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sudesh Kumar Santhosh Kumar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Sri Venkateswara College of Engineering, (Affiliated to Anna University), Chennai, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sri Venkateswara College of Engineering, (Affiliated to Anna University), Chennai, India","institution_ids":["https://openalex.org/I170558118","https://openalex.org/I33585257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024199032","display_name":"Sandeep Pai Kulyadi","orcid":null},"institutions":[{"id":"https://openalex.org/I170558118","display_name":"Sri Venkateswara University","ror":"https://ror.org/05weahn72","country_code":"IN","type":"education","lineage":["https://openalex.org/I170558118"]},{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Pai Kulyadi","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Sri Venkateswara College of Engineering, (Affiliated to Anna University), Chennai, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sri Venkateswara College of Engineering, (Affiliated to Anna University), Chennai, India","institution_ids":["https://openalex.org/I170558118","https://openalex.org/I33585257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024311345","display_name":"Pavitra Mohandas","orcid":null},"institutions":[{"id":"https://openalex.org/I170558118","display_name":"Sri Venkateswara University","ror":"https://ror.org/05weahn72","country_code":"IN","type":"education","lineage":["https://openalex.org/I170558118"]},{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pavitra Mohandas","raw_affiliation_strings":["Department of Computer Science and Engineering, Sri Venkateswara College of Engineering, (Affiliated to Anna University), Chennai, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sri Venkateswara College of Engineering, (Affiliated to Anna University), Chennai, India","institution_ids":["https://openalex.org/I170558118","https://openalex.org/I33585257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108947187","display_name":"M J Shankar Raman","orcid":null},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"facility","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M J Shankar Raman","raw_affiliation_strings":["Department of Computer Science and Engineering, Pravartak Technologies Foundation, Indian Institute of Technology, Madras, Chennai, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pravartak Technologies Foundation, Indian Institute of Technology, Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068984308","display_name":"V S Vasan","orcid":null},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"facility","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V S Vasan","raw_affiliation_strings":["Department of Computer Science and Engineering, RISE Lab, Indian Institute of Technology, Madras, Chennai, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, RISE Lab, Indian Institute of Technology, Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061220853"],"corresponding_institution_ids":["https://openalex.org/I170558118","https://openalex.org/I33585257"],"apc_list":null,"apc_paid":null,"fwci":0.6094,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66795132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","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":0.9998000264167786,"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":0.9998000264167786,"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/T10260","display_name":"Software Engineering Research","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9569000005722046,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/cyclomatic-complexity","display_name":"Cyclomatic complexity","score":0.9362668991088867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7937150001525879},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.7075349688529968},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.5651335120201111},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4641621708869934},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4208899140357971},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3832821249961853},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3206590414047241},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3052528202533722},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1736747920513153}],"concepts":[{"id":"https://openalex.org/C187303228","wikidata":"https://www.wikidata.org/wiki/Q867330","display_name":"Cyclomatic complexity","level":3,"score":0.9362668991088867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7937150001525879},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.7075349688529968},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.5651335120201111},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4641621708869934},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4208899140357971},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3832821249961853},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3206590414047241},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3052528202533722},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1736747920513153},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecai52376.2021.9515044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai52376.2021.9515044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W17842047","https://openalex.org/W34492510","https://openalex.org/W2019795817","https://openalex.org/W2099312541","https://openalex.org/W2148423957","https://openalex.org/W2150795982","https://openalex.org/W2159275016","https://openalex.org/W2408129138","https://openalex.org/W2547621596","https://openalex.org/W2732916693","https://openalex.org/W2808828210","https://openalex.org/W2904738276","https://openalex.org/W2963562762","https://openalex.org/W3037366031","https://openalex.org/W6601404591","https://openalex.org/W6683571608","https://openalex.org/W6756105973","https://openalex.org/W6779885856"],"related_works":["https://openalex.org/W2350278424","https://openalex.org/W2351691141","https://openalex.org/W2071432835","https://openalex.org/W1995118279","https://openalex.org/W4240624848","https://openalex.org/W82161441","https://openalex.org/W1576042299","https://openalex.org/W2181943964","https://openalex.org/W1990602094","https://openalex.org/W1528423264"],"abstract_inverted_index":{"Cyclomatic":[0],"complexity":[1,8,23,33,60],"is":[2,15,64],"a":[3,10,44,62],"metric":[4],"for":[5],"evaluating":[6],"the":[7,25,31,53,59,77],"of":[9,34,52,61],"software":[11],"program.":[12],"This":[13],"paper":[14],"based":[16],"on":[17],"an":[18,35],"algorithm":[19],"to":[20,38,66],"compute":[21],"cyclomatic":[22,32],"and":[24,73],"insights":[26],"one":[27],"can":[28,42],"derive":[29],"from":[30,58],"executable":[36],"file":[37],"see":[39,74],"how":[40],"it":[41],"play":[43],"major":[45],"role":[46],"in":[47,79],"determining":[48],"benignity":[49],"or":[50,85],"malignity":[51],"file.":[54],"The":[55],"data":[56],"derived":[57],"program":[63],"used":[65],"train":[67],"various":[68],"machine":[69],"learning":[70],"classification":[71],"algorithms":[72],"which":[75],"performs":[76],"best":[78],"classifying":[80],"files":[81],"as":[82],"either":[83],"benign":[84],"malware.":[86]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}