{"id":"https://openalex.org/W2940371396","doi":"https://doi.org/10.1007/s10207-019-00434-1","title":"DDoS attack detection with feature engineering and machine learning: the framework and performance evaluation","display_name":"DDoS attack detection with feature engineering and machine learning: the framework and performance evaluation","publication_year":2019,"publication_date":"2019-04-11","ids":{"openalex":"https://openalex.org/W2940371396","doi":"https://doi.org/10.1007/s10207-019-00434-1","mag":"2940371396"},"language":"en","primary_location":{"id":"doi:10.1007/s10207-019-00434-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10207-019-00434-1","pdf_url":null,"source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-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/A5101950373","display_name":"Muhammad Aamir","orcid":"https://orcid.org/0000-0002-4999-7740"},"institutions":[{"id":"https://openalex.org/I36448004","display_name":"Shaheed Zulfiqar Ali Bhutto Institute of Science and Technology","ror":"https://ror.org/05yfc2w21","country_code":"PK","type":"education","lineage":["https://openalex.org/I36448004"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Aamir","raw_affiliation_strings":["Shaheed Zulfikar Ali Bhutto Institute of Science & Technology (SZABIST), Karachi, Pakistan"],"affiliations":[{"raw_affiliation_string":"Shaheed Zulfikar Ali Bhutto Institute of Science & Technology (SZABIST), Karachi, Pakistan","institution_ids":["https://openalex.org/I36448004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110956963","display_name":"Syed Mustafa Ali Zaidi","orcid":null},"institutions":[{"id":"https://openalex.org/I36448004","display_name":"Shaheed Zulfiqar Ali Bhutto Institute of Science and Technology","ror":"https://ror.org/05yfc2w21","country_code":"PK","type":"education","lineage":["https://openalex.org/I36448004"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Mustafa Ali Zaidi","raw_affiliation_strings":["Shaheed Zulfikar Ali Bhutto Institute of Science & Technology (SZABIST), Karachi, Pakistan"],"affiliations":[{"raw_affiliation_string":"Shaheed Zulfikar Ali Bhutto Institute of Science & Technology (SZABIST), Karachi, Pakistan","institution_ids":["https://openalex.org/I36448004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101950373"],"corresponding_institution_ids":["https://openalex.org/I36448004"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":7.4138,"has_fulltext":false,"cited_by_count":101,"citation_normalized_percentile":{"value":0.9746299,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"18","issue":"6","first_page":"761","last_page":"785"},"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":0.9969000220298767,"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":0.9869999885559082,"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/computer-science","display_name":"Computer science","score":0.7966707348823547},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.7691452503204346},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7415122389793396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.707794189453125},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.696020245552063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6860431432723999},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6025111675262451},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6012428402900696},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.5986579656600952},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5548572540283203},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.48174500465393066},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43884649872779846},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.42393332719802856},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.1802762746810913},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1792786717414856},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1194344162940979}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7966707348823547},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.7691452503204346},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7415122389793396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.707794189453125},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.696020245552063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6860431432723999},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6025111675262451},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6012428402900696},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.5986579656600952},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5548572540283203},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.48174500465393066},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43884649872779846},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.42393332719802856},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.1802762746810913},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1792786717414856},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1194344162940979},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10207-019-00434-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10207-019-00434-1","pdf_url":null,"source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W163637204","https://openalex.org/W944521791","https://openalex.org/W2016023958","https://openalex.org/W2031163547","https://openalex.org/W2035700414","https://openalex.org/W2046054129","https://openalex.org/W2088263074","https://openalex.org/W2099940443","https://openalex.org/W2142827986","https://openalex.org/W2147767253","https://openalex.org/W2155653793","https://openalex.org/W2156387975","https://openalex.org/W2254364023","https://openalex.org/W2296509296","https://openalex.org/W2305976078","https://openalex.org/W2499581503","https://openalex.org/W2503118350","https://openalex.org/W2540373227","https://openalex.org/W2548080094","https://openalex.org/W2548856157","https://openalex.org/W2562319768","https://openalex.org/W2586130762","https://openalex.org/W2586277768","https://openalex.org/W2588562105","https://openalex.org/W2604385419","https://openalex.org/W2624590269","https://openalex.org/W2625013748","https://openalex.org/W2625830901","https://openalex.org/W2758836598","https://openalex.org/W2765190331","https://openalex.org/W2768883253","https://openalex.org/W2771446911","https://openalex.org/W2775751058","https://openalex.org/W2784664815","https://openalex.org/W2785495041","https://openalex.org/W2786099517","https://openalex.org/W2787944753","https://openalex.org/W2896556344","https://openalex.org/W2911964244","https://openalex.org/W4238294603","https://openalex.org/W4251839034","https://openalex.org/W6605284881","https://openalex.org/W6632837732"],"related_works":["https://openalex.org/W1574414179","https://openalex.org/W4362597605","https://openalex.org/W4297676672","https://openalex.org/W4281702477","https://openalex.org/W2922073769","https://openalex.org/W4378510483","https://openalex.org/W2490526372","https://openalex.org/W3094256312","https://openalex.org/W3199963645","https://openalex.org/W1980222719"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
