{"id":"https://openalex.org/W4395666010","doi":"https://doi.org/10.1145/3625687.3628392","title":"Demo Abstract: CUDDoS - Correlation-aware Ubiquitous Detection of DDoS in IoT Systems","display_name":"Demo Abstract: CUDDoS - Correlation-aware Ubiquitous Detection of DDoS in IoT Systems","publication_year":2023,"publication_date":"2023-11-12","ids":{"openalex":"https://openalex.org/W4395666010","doi":"https://doi.org/10.1145/3625687.3628392"},"language":"en","primary_location":{"id":"doi:10.1145/3625687.3628392","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625687.3628392","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3625687.3628392?download=true","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3625687.3628392?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014462237","display_name":"Jiahe Zhang","orcid":"https://orcid.org/0009-0009-3786-990X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiahe Zhang","raw_affiliation_strings":["University of Southern California, Los Angeles, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, United States of America","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055911748","display_name":"Tamoghna Sarkar","orcid":"https://orcid.org/0000-0003-1279-3565"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tamoghna Sarkar","raw_affiliation_strings":["University of Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088321511","display_name":"Arvin Hekmati","orcid":"https://orcid.org/0000-0003-0017-9701"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arvin Hekmati","raw_affiliation_strings":["University of Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063784062","display_name":"Bhaskar Krishnamachari","orcid":"https://orcid.org/0000-0002-9994-9931"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhaskar Krishnamachari","raw_affiliation_strings":["University of Southern California, Los Angeles, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, United States of America","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014462237"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":0.1997,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57084808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"482","last_page":"483"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9643999934196472,"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":0.9643999934196472,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7993748784065247},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.759581446647644},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.7514932155609131},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.4682152271270752},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34022057056427},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3338855504989624},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2204943597316742},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1785525381565094},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.08740857243537903}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7993748784065247},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.759581446647644},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.7514932155609131},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.4682152271270752},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34022057056427},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3338855504989624},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2204943597316742},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1785525381565094},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.08740857243537903}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3625687.3628392","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625687.3628392","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3625687.3628392?download=true","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3625687.3628392","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625687.3628392","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3625687.3628392?download=true","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5598917923","display_name":null,"funder_award_id":"HR001120C0160","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G7313007803","display_name":null,"funder_award_id":"HR001120C016","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332815","display_name":"Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4395666010.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4386482731","https://openalex.org/W2765763546","https://openalex.org/W4385302085","https://openalex.org/W2360429410","https://openalex.org/W1484565796","https://openalex.org/W4230824443","https://openalex.org/W3026018975","https://openalex.org/W2185673024","https://openalex.org/W4377970398","https://openalex.org/W2142794587"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"there":[3],"has":[4,19],"been":[5],"a":[6,56],"significant":[7],"surge":[8],"in":[9,104],"the":[10,63,84,98,120,123],"deployment":[11],"of":[12,14,27,65,86,100,122],"Internet":[13],"Things":[15],"(IoT)":[16],"devices,":[17],"which":[18],"consequently":[20],"escalated":[21],"security":[22],"threats,":[23],"notably":[24],"Distributed":[25],"Denial":[26],"Service":[28],"(DDoS)":[29],"attacks.":[30],"Our":[31],"prior":[32],"research":[33],"developed":[34],"an":[35,110],"LSTM-based":[36,102],"framework":[37,103],"for":[38],"detecting":[39],"futuristic":[40,106],"DDoS":[41,76,88,107,124],"attacks":[42,77],"but":[43],"largely":[44],"relied":[45],"on":[46,119],"simulated":[47],"datasets":[48],"[1].":[49],"To":[50],"bridge":[51],"this":[52,93],"gap,":[53],"we":[54,96],"designed":[55],"Raspberry":[57],"Pi":[58],"(RPi)":[59],"testbed":[60],"that":[61],"mimics":[62],"complexities":[64],"large-scale":[66],"IoT":[67,80],"networks.":[68],"This":[69],"setup":[70],"allows":[71],"us":[72],"to":[73],"simulate":[74],"realistic":[75],"originating":[78],"from":[79],"devices":[81],"and":[82,116],"evaluate":[83],"effectiveness":[85,99],"various":[87],"detection":[89],"techniques.":[90],"Specifically,":[91],"using":[92],"RPi":[94],"testbed,":[95],"validated":[97],"our":[101],"identifying":[105],"attacks,":[108],"observing":[109],"F1":[111],"score":[112],"ranging":[113],"between":[114],"0.8":[115],"0.86":[117],"depending":[118],"aggressiveness":[121],"attack.":[125]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}