{"id":"https://openalex.org/W4388937498","doi":"https://doi.org/10.1109/icccnt56998.2023.10308230","title":"Identification of Distributed Denial of Service Attacks Employing L-BFGS Tuning","display_name":"Identification of Distributed Denial of Service Attacks Employing L-BFGS Tuning","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388937498","doi":"https://doi.org/10.1109/icccnt56998.2023.10308230"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10308230","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10308230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5100779003","display_name":"Vikas Singh","orcid":"https://orcid.org/0000-0002-8355-6519"},"institutions":[{"id":"https://openalex.org/I91277730","display_name":"Maulana Azad National Institute of Technology","ror":"https://ror.org/026vtd268","country_code":"IN","type":"education","lineage":["https://openalex.org/I91277730"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikas Singh","raw_affiliation_strings":["MANIT Bhopal,Department of CSE,Bhopal,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MANIT Bhopal,Department of CSE,Bhopal,India","institution_ids":["https://openalex.org/I91277730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089843731","display_name":"Vasudev Dehalwar","orcid":"https://orcid.org/0000-0002-0965-1542"},"institutions":[{"id":"https://openalex.org/I91277730","display_name":"Maulana Azad National Institute of Technology","ror":"https://ror.org/026vtd268","country_code":"IN","type":"education","lineage":["https://openalex.org/I91277730"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vasudev Dehalwar","raw_affiliation_strings":["MANIT Bhopal,Department of CSE,Bhopal,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MANIT Bhopal,Department of CSE,Bhopal,India","institution_ids":["https://openalex.org/I91277730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087954217","display_name":"Jyoti Bharti","orcid":"https://orcid.org/0000-0003-0237-9029"},"institutions":[{"id":"https://openalex.org/I91277730","display_name":"Maulana Azad National Institute of Technology","ror":"https://ror.org/026vtd268","country_code":"IN","type":"education","lineage":["https://openalex.org/I91277730"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyoti Bharti","raw_affiliation_strings":["MANIT Bhopal,Department of CSE,Bhopal,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MANIT Bhopal,Department of CSE,Bhopal,India","institution_ids":["https://openalex.org/I91277730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91277730"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19168849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9988999962806702,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.996399998664856,"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/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.9155995845794678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.831577718257904},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.5164663791656494},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4943697452545166},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.4889144003391266},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.46857666969299316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46641433238983154},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45692822337150574},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4338591992855072},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3600519001483917},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3422558903694153},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12916213274002075},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10259327292442322}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.9155995845794678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.831577718257904},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.5164663791656494},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4943697452545166},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.4889144003391266},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.46857666969299316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46641433238983154},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45692822337150574},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4338591992855072},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3600519001483917},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3422558903694153},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12916213274002075},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10259327292442322}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10308230","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10308230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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":20,"referenced_works":["https://openalex.org/W2157366001","https://openalex.org/W2275015310","https://openalex.org/W2626502800","https://openalex.org/W2807720710","https://openalex.org/W2940716932","https://openalex.org/W2982682021","https://openalex.org/W2999366947","https://openalex.org/W3010676594","https://openalex.org/W3015392399","https://openalex.org/W3139056303","https://openalex.org/W3151601825","https://openalex.org/W3175448228","https://openalex.org/W3195575042","https://openalex.org/W4205618214","https://openalex.org/W4226212421","https://openalex.org/W4237670716","https://openalex.org/W4282042832","https://openalex.org/W4285129002","https://openalex.org/W6790458069","https://openalex.org/W6811415333"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W4386482731","https://openalex.org/W106542691","https://openalex.org/W2765763546","https://openalex.org/W4287027380","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W4385302085","https://openalex.org/W3116064965"],"abstract_inverted_index":{"Internet":[0],"speed":[1,19,48],"and":[2,20,49,63,112,122,128,134],"capacity":[3],"are":[4,138],"crucial":[5],"components":[6],"of":[7,23,29,69],"any":[8],"communication":[9],"technology":[10],"in":[11,41,141],"the":[12,38,46,59,78,82,110,115],"modern":[13],"era.":[14],"Customers":[15],"should":[16],"expect":[17],"excellent":[18],"a":[21,34,67,90],"lot":[22],"bandwidth.":[24,50],"A":[25],"DDoS":[26,43,97],"(Distributed":[27],"denial":[28],"service)":[30],"assault,":[31],"which":[32,75],"is":[33,37],"well-known":[35],"attack,":[36,158],"biggest":[39],"threat":[40],"communication.":[42],"attacks":[44],"limit":[45],"user\u2019s":[47],"In":[51],"order":[52],"to":[53,107,152],"produce":[54],"this":[55,142],"work,":[56],"we":[57],"used":[58,106],"updated":[60],"dataset,":[61],"CICDDoS2019,":[62],"undertook":[64],"tests":[65],"using":[66],"variety":[68],"machine":[70,91],"learning":[71],"methods.":[72,155],"We":[73],"investigated":[74],"features":[76],"had":[77],"strongest":[79],"relationships":[80],"with":[81,126],"analysis\u2019s":[83],"projected":[84],"classes.":[85],"This":[86],"research":[87,117],"proposal":[88],"offers":[89],"learning-based":[92],"L-BFGS":[93],"(Limited-memory":[94],"Broyden-Fletcher-Goldfarb-Shanno)":[95],"algorithm-based":[96],"assault":[98],"detection":[99],"method.":[100],"An":[101],"HPC":[102],"Python":[103],"platform":[104],"was":[105],"carry":[108],"out":[109],"simulation":[111],"experiment":[113],"for":[114],"suggested":[116],"project.":[118],"The":[119,144],"accuracy,":[120],"true":[121,127],"false":[123,129],"negatives,":[124],"along":[125],"positives,":[130],"confusion":[131],"matrix":[132],"structures,":[133],"other":[135,153],"outcome":[136],"measures":[137],"all":[139],"evaluated":[140],"study.":[143],"proposed":[145],"method":[146],"shows":[147],"better":[148],"results":[149],"as":[150],"compared":[151],"previous":[154],"Index":[156],"Terms\u2014DDoS":[157],"MLP":[159],"Classifier,":[160],"LBFGS,":[161],"Machine":[162],"Learning.":[163]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}