{"id":"https://openalex.org/W3008397885","doi":"https://doi.org/10.1155/2020/9302318","title":"Botnet Forensic Analysis Using Machine Learning","display_name":"Botnet Forensic Analysis Using Machine Learning","publication_year":2020,"publication_date":"2020-02-20","ids":{"openalex":"https://openalex.org/W3008397885","doi":"https://doi.org/10.1155/2020/9302318","mag":"3008397885"},"language":"en","primary_location":{"id":"doi:10.1155/2020/9302318","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/9302318","pdf_url":"https://downloads.hindawi.com/journals/scn/2020/9302318.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/scn/2020/9302318.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006494540","display_name":"Anchit Bijalwan","orcid":"https://orcid.org/0000-0002-9612-9073"},"institutions":[{"id":"https://openalex.org/I42869670","display_name":"Arba Minch University","ror":"https://ror.org/00ssp9h11","country_code":"ET","type":"education","lineage":["https://openalex.org/I42869670"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Anchit Bijalwan","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Arba Minch University, Arba Minch, Ethiopia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Arba Minch University, Arba Minch, Ethiopia","institution_ids":["https://openalex.org/I42869670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5006494540"],"corresponding_institution_ids":["https://openalex.org/I42869670"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":3.3919,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.92644936,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9987000226974487,"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/botnet","display_name":"Botnet","score":0.964743971824646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8691213130950928},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6256232857704163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.545830249786377},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5231301188468933},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4853934049606323},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09846222400665283},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.08521223068237305}],"concepts":[{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.964743971824646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8691213130950928},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6256232857704163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.545830249786377},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5231301188468933},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4853934049606323},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09846222400665283},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.08521223068237305}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2020/9302318","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/9302318","pdf_url":"https://downloads.hindawi.com/journals/scn/2020/9302318.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e2d114041bdc4ab189676a62c8fbebef","is_oa":true,"landing_page_url":"https://doaj.org/article/e2d114041bdc4ab189676a62c8fbebef","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Security and Communication Networks, Vol 2020 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2020/9302318","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/9302318","pdf_url":"https://downloads.hindawi.com/journals/scn/2020/9302318.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0114","issn":["1939-0114","1939-0122"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3008397885.pdf","grobid_xml":"https://content.openalex.org/works/W3008397885.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1987859285","https://openalex.org/W2021365435","https://openalex.org/W2026621111","https://openalex.org/W2044439547","https://openalex.org/W2099454382","https://openalex.org/W2104167780","https://openalex.org/W2154706222","https://openalex.org/W2155229113","https://openalex.org/W2164163973","https://openalex.org/W2166481478","https://openalex.org/W2460632868","https://openalex.org/W2811071260","https://openalex.org/W2967236799"],"related_works":["https://openalex.org/W3159690896","https://openalex.org/W1989286518","https://openalex.org/W2478325931","https://openalex.org/W2921012173","https://openalex.org/W2124456408","https://openalex.org/W2945572725","https://openalex.org/W2758517546","https://openalex.org/W2942650110","https://openalex.org/W3200179079","https://openalex.org/W2556319748"],"abstract_inverted_index":{"Botnet":[0,18],"forensic":[1,72],"analysis":[2],"helps":[3,52],"in":[4,53,79],"understanding":[5],"the":[6,11,16,97,101,111],"nature":[7],"of":[8,25,65,83],"attacks":[9,19],"and":[10,31,71],"modus":[12],"operandi":[13],"used":[14],"by":[15,67],"attackers.":[17],"are":[20],"difficult":[21],"to":[22,87,96],"trace":[23],"because":[24],"their":[26],"rapid":[27],"pace,":[28],"epidemic":[29],"nature,":[30],"smaller":[32],"size.":[33],"Machine":[34],"learning":[35],"works":[36],"as":[37],"a":[38,118],"panacea":[39],"for":[40],"botnet":[41,69,89],"attack":[42],"related":[43],"issues.":[44],"It":[45],"not":[46],"only":[47],"facilitates":[48],"detection":[49,70],"but":[50],"also":[51,94],"prevention":[54],"from":[55],"bot":[56],"attack.":[57],"The":[58,91,107],"proposed":[59,112],"inquisition":[60],"model":[61,113],"endeavors":[62],"improved":[63],"quality":[64],"results":[66,108],"comprehensive":[68],"analysis.":[73],"This":[74],"scenario":[75],"has":[76],"been":[77],"applied":[78],"eight":[80],"different":[81,105],"combinations":[82],"ensemble":[84],"classifier":[85,103],"technique":[86],"detect":[88],"evidence.":[90],"study":[92],"is":[93],"compared":[95],"ensemble-based":[98],"classifiers":[99],"with":[100],"single":[102,119],"using":[104],"parameters.":[106],"exhibit":[109],"that":[110],"can":[114],"improve":[115],"accuracy":[116],"over":[117],"classifier.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
