{"id":"https://openalex.org/W4408092139","doi":"https://doi.org/10.1109/ants63515.2024.10898213","title":"RAPID-AV: Realtime Adaptive and Intelligent Detection For AV\u2019s Against DDoS Attacks","display_name":"RAPID-AV: Realtime Adaptive and Intelligent Detection For AV\u2019s Against DDoS Attacks","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4408092139","doi":"https://doi.org/10.1109/ants63515.2024.10898213"},"language":"en","primary_location":{"id":"doi:10.1109/ants63515.2024.10898213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants63515.2024.10898213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","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/A5053952382","display_name":"Aditya Kotha","orcid":null},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Aditya Kotha","raw_affiliation_strings":["International Institute of Information Technology,Department of Computer Science and Engineering,Naya Raipur,India"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,Department of Computer Science and Engineering,Naya Raipur,India","institution_ids":["https://openalex.org/I188963388"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070671011","display_name":"U. Venkanna","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"U. Venkanna","raw_affiliation_strings":["National Institute of Technology,Department of Computer Science and Engineering,Warangal,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Computer Science and Engineering,Warangal,India","institution_ids":["https://openalex.org/I121750182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053952382"],"corresponding_institution_ids":["https://openalex.org/I188963388"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3306577,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9894999861717224,"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":0.9894999861717224,"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":0.9721999764442444,"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":0.9577000141143799,"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":0.9101420044898987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7413638234138489},{"id":"https://openalex.org/keywords/trinoo","display_name":"Trinoo","score":0.4466634690761566},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3968189060688019},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3735966086387634},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35596486926078796},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33879542350769043},{"id":"https://openalex.org/keywords/application-layer-ddos-attack","display_name":"Application layer DDoS attack","score":0.31572631001472473},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18590259552001953},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.08279576897621155}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.9101420044898987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7413638234138489},{"id":"https://openalex.org/C43639116","wikidata":"https://www.wikidata.org/wiki/Q7843050","display_name":"Trinoo","level":5,"score":0.4466634690761566},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3968189060688019},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3735966086387634},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35596486926078796},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33879542350769043},{"id":"https://openalex.org/C120865594","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Application layer DDoS attack","level":4,"score":0.31572631001472473},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18590259552001953},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.08279576897621155}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ants63515.2024.10898213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants63515.2024.10898213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2783466926","https://openalex.org/W4286539397","https://openalex.org/W1968168724","https://openalex.org/W2204131204","https://openalex.org/W2754163055","https://openalex.org/W4322008378","https://openalex.org/W2383770723","https://openalex.org/W2186749541","https://openalex.org/W2360429410","https://openalex.org/W4256682929"],"abstract_inverted_index":{"Autonomous":[0],"vehicles":[1],"(AVs)":[2],"increasingly":[3],"rely":[4],"on":[5],"vehicle-to-everything":[6],"(V2X)":[7],"networks":[8],"for":[9,65,93],"communication.":[10],"However,":[11],"due":[12],"to":[13,21,38,100],"the":[14,109,155],"devices\u2019":[15],"heterogeneity,":[16],"they":[17],"are":[18],"more":[19],"susceptible":[20],"attacks":[22,72,136],"like":[23],"distributed":[24],"denial":[25],"of":[26,70,116,157],"service":[27],"(DDoS),":[28],"resulting":[29],"in":[30,73,118,132],"packet":[31,91],"loss":[32],"and":[33,44,68,96,137,143],"transmission":[34],"delays.":[35],"Existing":[36],"solutions":[37],"these":[39,51],"issues":[40],"often":[41],"create":[42],"bottlenecks":[43],"lack":[45],"post-attack":[46],"recovery":[47],"mechanisms.":[48],"To":[49],"solve":[50],"problems,":[52],"this":[53],"paper":[54],"proposes":[55],"RAPID-AV,":[56],"an":[57,114],"ML-based":[58],"approach":[59,146],"that":[60,108],"uses":[61,79],"programmable":[62,90],"P4":[63],"switches":[64],"real-time":[66],"detection":[67],"mitigation":[69],"DDoS":[71,122],"AV":[74,142,150],"networks.":[75],"The":[76],"proposed":[77],"system":[78],"a":[80,128],"threefold":[81],"strategy:":[82],"collect":[83],"traffic":[84,120],"statistics":[85],"from":[86,121],"AV,":[87],"use":[88,97],"P4-based":[89],"processing":[92],"anomaly":[94],"detection,":[95],"majority":[98],"voting":[99],"mitigate":[101],"attacks.":[102],"In":[103,124],"our":[104],"experiments,":[105],"we":[106],"found":[107],"decision":[110],"tree":[111],"algorithm":[112],"achieves":[113],"accuracy":[115],"94.33%":[117],"distinguishing":[119],"traffic.":[123],"addition,":[125],"RAPID-AV":[126],"demonstrated":[127],"nearly":[129],"10%":[130],"reduction":[131],"CPU":[133],"load":[134],"during":[135],"maintained":[138],"consistent":[139],"communication":[140],"between":[141],"RSU.":[144],"This":[145],"can":[147],"help":[148],"improve":[149],"network":[151],"security":[152],"while":[153],"addressing":[154],"limitations":[156],"existing":[158],"solutions.":[159]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
