{"id":"https://openalex.org/W4214808461","doi":"https://doi.org/10.1109/icaiic54071.2022.9722691","title":"NetMD- Network Traffic Analysis and Malware Detection","display_name":"NetMD- Network Traffic Analysis and Malware Detection","publication_year":2022,"publication_date":"2022-02-21","ids":{"openalex":"https://openalex.org/W4214808461","doi":"https://doi.org/10.1109/icaiic54071.2022.9722691"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic54071.2022.9722691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic54071.2022.9722691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5068936727","display_name":"Sampath Kumar Katherasala","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sampath Kumar Katherasala","raw_affiliation_strings":["Tata Consultancy Services Limited,Hyderabad,India","Tata Consultancy Services Limited, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Limited,Hyderabad,India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"Tata Consultancy Services Limited, Hyderabad, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018361493","display_name":"Vaddeboyina Sri Manvith","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vaddeboyina Sri Manvith","raw_affiliation_strings":["Tata Consultancy Services Limited,Hyderabad,India","Tata Consultancy Services Limited, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Limited,Hyderabad,India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"Tata Consultancy Services Limited, Hyderabad, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053675276","display_name":"Ajay Therala","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ajay Therala","raw_affiliation_strings":["Tata Consultancy Services Limited,Hyderabad,India","Tata Consultancy Services Limited, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services Limited,Hyderabad,India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"Tata Consultancy Services Limited, Hyderabad, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021083115","display_name":"Manjari Murala","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manjari Murala","raw_affiliation_strings":["IIIT Hyderabad,India","IIIT Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"IIIT Hyderabad,India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"IIIT Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068936727"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":0.2761,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53497503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"011","last_page":"016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998999834060669,"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"}},{"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8820586204528809},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.813317596912384},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6387285590171814},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5634328722953796},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5082723498344421},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.48108741641044617},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.47291240096092224},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4107967019081116},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3712612986564636},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07487910985946655}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8820586204528809},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.813317596912384},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6387285590171814},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5634328722953796},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5082723498344421},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.48108741641044617},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.47291240096092224},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4107967019081116},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3712612986564636},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07487910985946655},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic54071.2022.9722691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic54071.2022.9722691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2750674396","https://openalex.org/W2789828921","https://openalex.org/W2807319534","https://openalex.org/W2890454700","https://openalex.org/W2911278693","https://openalex.org/W2918696265","https://openalex.org/W3016845520","https://openalex.org/W3035604903","https://openalex.org/W3152711473","https://openalex.org/W6760029287"],"related_works":["https://openalex.org/W2469507153","https://openalex.org/W2008790809","https://openalex.org/W2768892939","https://openalex.org/W3164408430","https://openalex.org/W4285507391","https://openalex.org/W2397240470","https://openalex.org/W2602767565","https://openalex.org/W170652726","https://openalex.org/W2883822334","https://openalex.org/W2134874482"],"abstract_inverted_index":{"In":[0,80],"this":[1,81],"digitally":[2],"connected":[3],"world,":[4],"data":[5,22,28,44,60],"networks":[6,78],"play":[7],"a":[8,18,66],"crucial":[9],"role":[10],"in":[11,21,116,141],"the":[12,49,89,97,113,117,131,137,142,146],"communication":[13],"field.":[14],"As":[15],"there":[16],"is":[17],"massive":[19],"growth":[20],"exchange,":[23],"transactions":[24],"and":[25,59,76,94,96,108,133,151],"other":[26],"sensitive":[27],"need":[29],"to":[30,69],"be":[31,35],"secured.":[32],"Networks":[33],"must":[34],"safeguarded":[36],"from":[37],"malware":[38,53,90],"attacks":[39,54],"for":[40],"flawless":[41],"transmission":[42],"of":[43,48,52,72],"between":[45],"devices.":[46],"Some":[47],"harmful":[50],"consequences":[51,75],"are":[55,105],"gaining":[56],"administrative":[57],"control":[58],"breaches.":[61],"Malware":[62],"detection":[63,91],"has":[64],"become":[65],"significant":[67],"task":[68],"get":[70],"rid":[71],"those":[73],"dreadful":[74],"make":[77],"secure.":[79],"paper,":[82],"we":[83],"implement":[84],"machine":[85],"learning":[86],"algorithms":[87],"against":[88,144],"datasets":[92,135],"NetML":[93,118],"CICIDS2017,":[95],"traffic":[98],"classification":[99],"dataset":[100],"non-vpn2016":[101,134],"dataset.":[102],"The":[103,127],"results":[104,114,139],"very":[106],"promising":[107],"have":[109],"been":[110],"validated":[111],"with":[112],"obtained":[115],"Network":[119],"Traffic":[120],"Analytics":[121],"Challenge":[122],"2020,":[123],"organized":[124],"by":[125],"ACANETS.":[126],"overall":[128],"score":[129],"on":[130],"CICIDS2017":[132],"outperformed":[136],"baseline":[138],"published":[140],"challenge,":[143],"all":[145],"five":[147],"tracks":[148],"(top,":[149],"mid,":[150],"fine":[152],"annotations).":[153]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}