{"id":"https://openalex.org/W2897813062","doi":"https://doi.org/10.1109/icccn.2018.8487336","title":"On Context-Aware DDoS Attacks Using Deep Generative Networks","display_name":"On Context-Aware DDoS Attacks Using Deep Generative Networks","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897813062","doi":"https://doi.org/10.1109/icccn.2018.8487336","mag":"2897813062"},"language":"en","primary_location":{"id":"doi:10.1109/icccn.2018.8487336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccn.2018.8487336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 27th International Conference on Computer Communication and Networks (ICCCN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5027857764","display_name":"Gonca G\u00fcrsun","orcid":"https://orcid.org/0000-0003-3048-6403"},"institutions":[{"id":"https://openalex.org/I44925452","display_name":"\u00d6zye\u011fin University","ror":"https://ror.org/01jjhfr75","country_code":"TR","type":"education","lineage":["https://openalex.org/I44925452"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gonca Gursun","raw_affiliation_strings":["Department of Computer Science, Ozyegin University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ozyegin University, Turkey","institution_ids":["https://openalex.org/I44925452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064283689","display_name":"Murat \u015eensoy","orcid":"https://orcid.org/0000-0001-8806-4508"},"institutions":[{"id":"https://openalex.org/I44925452","display_name":"\u00d6zye\u011fin University","ror":"https://ror.org/01jjhfr75","country_code":"TR","type":"education","lineage":["https://openalex.org/I44925452"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Murat Sensoy","raw_affiliation_strings":["Department of Computer Science, Ozyegin University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ozyegin University, Turkey","institution_ids":["https://openalex.org/I44925452"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032539965","display_name":"Melih Kandemir","orcid":"https://orcid.org/0000-0001-6293-3656"},"institutions":[{"id":"https://openalex.org/I44925452","display_name":"\u00d6zye\u011fin University","ror":"https://ror.org/01jjhfr75","country_code":"TR","type":"education","lineage":["https://openalex.org/I44925452"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Melih Kandemir","raw_affiliation_strings":["Department of Computer Science, Ozyegin University, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ozyegin University, Turkey","institution_ids":["https://openalex.org/I44925452"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I44925452"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"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":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":0.9994999766349792,"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":0.9994000196456909,"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/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.8848522901535034},{"id":"https://openalex.org/keywords/crowds","display_name":"Crowds","score":0.8599786162376404},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8198772668838501},{"id":"https://openalex.org/keywords/application-layer-ddos-attack","display_name":"Application layer DDoS attack","score":0.7286293506622314},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6806421279907227},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6652814149856567},{"id":"https://openalex.org/keywords/trinoo","display_name":"Trinoo","score":0.6313210725784302},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.43852686882019043},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10895705223083496}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.8848522901535034},{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.8599786162376404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8198772668838501},{"id":"https://openalex.org/C120865594","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Application layer DDoS attack","level":4,"score":0.7286293506622314},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6806421279907227},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6652814149856567},{"id":"https://openalex.org/C43639116","wikidata":"https://www.wikidata.org/wiki/Q7843050","display_name":"Trinoo","level":5,"score":0.6313210725784302},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.43852686882019043},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10895705223083496},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icccn.2018.8487336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccn.2018.8487336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 27th International Conference on Computer Communication and Networks (ICCCN)","raw_type":"proceedings-article"},{"id":"pmh:oai:eresearch.ozyegin.edu.tr:10679/6514","is_oa":false,"landing_page_url":"http://hdl.handle.net/10679/6514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7699999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1152223117","https://openalex.org/W1553139853","https://openalex.org/W1978502884","https://openalex.org/W1981309012","https://openalex.org/W1985382559","https://openalex.org/W2030996295","https://openalex.org/W2087766914","https://openalex.org/W2099471712","https://openalex.org/W2107363720","https://openalex.org/W2134598617","https://openalex.org/W2136540917","https://openalex.org/W2146627042","https://openalex.org/W2162054145","https://openalex.org/W2293963787","https://openalex.org/W2476815403","https://openalex.org/W4248384603","https://openalex.org/W4320013936","https://openalex.org/W6633090713","https://openalex.org/W6658199228","https://openalex.org/W6672775965"],"related_works":["https://openalex.org/W2783466926","https://openalex.org/W4286539397","https://openalex.org/W1968168724","https://openalex.org/W2204131204","https://openalex.org/W4322008378","https://openalex.org/W2383770723","https://openalex.org/W2754163055","https://openalex.org/W2186749541","https://openalex.org/W2360429410","https://openalex.org/W4256682929"],"abstract_inverted_index":{"Distributed":[0],"Denial":[1],"of":[2,10,140,164,169,178],"Service":[3],"(DDoS)":[4],"attacks":[5,24,172],"continue":[6],"to":[7,26,65,85,155,158,193],"be":[8,80,128,159],"one":[9,186],"the":[11,16,52,66,71,138,167,176,179,185,195,198],"most":[12,42],"severe":[13],"threats":[14],"in":[15,21,39,54,197],"Internet.":[17],"The":[18],"intrinsic":[19],"challenge":[20],"preventing":[22],"DDoS":[23,43,142,211],"is":[25,109,173,184],"distinguish":[27],"them":[28],"from":[29],"legitimate":[30,57,76,124],"flash":[31,91,156],"crowds":[32,157],"since":[33],"two":[34],"have":[35],"many":[36],"traffic":[37,77,125,151],"characteristics":[38],"common.":[40],"Today":[41],"detection":[44],"techniques":[45,61],"focus":[46],"on":[47,70,111],"finding":[48],"parametric":[49],"differences":[50],"between":[51],"patterns":[53],"attack":[55,212],"and":[56,73,116],"traffic.":[58],"However,":[59,166],"such":[60,104,171,210],"are":[62,119],"very":[63],"sensitive":[64],"threshold":[67],"values":[68],"set":[69],"parameters":[72],"more":[74],"importantly":[75],"features":[78,126],"might":[79],"mimicked":[81,129],"by":[82,175],"smart":[83,105],"attackers":[84],"generate":[86,150],"requests":[87],"that":[88,123,146,152,187],"look":[89],"like":[90],"crowds.":[92],"In":[93],"this":[94],"paper,":[95],"we":[96,136],"propose":[97],"a":[98,204],"framework":[99,108,205],"for":[100,103,161,206,209],"training":[101,207],"networks":[102,208],"attacks.":[106,143],"Our":[107,201],"based":[110],"Deep":[112],"Generative":[113],"Network":[114],"models":[115],"our":[117],"contributions":[118],"two-fold.We":[120],"first":[121],"show":[122,145],"can":[127,149,188],"without":[130],"explicitly":[131],"modeling":[132],"their":[133],"distributions.":[134],"Second,":[135],"introduce":[137],"concept":[139],"context-aware":[141,182],"We":[144],"an":[147],"attacker":[148,183],"looks":[153],"similar":[154],"undetected":[160],"long":[162],"periods":[163],"time.":[165],"ability":[168],"generating":[170],"constrained":[174],"budget":[177,192],"attacker.":[180],"A":[181],"intelligently":[189],"use":[190],"its":[191],"maximize":[194],"damage":[196],"victim":[199],"network.":[200],"study":[202],"provides":[203],"scenarios.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
