{"id":"https://openalex.org/W2979779535","doi":"https://doi.org/10.1109/cits.2019.8862148","title":"Detecting Signal Spoofing and Jamming Attacks in UAV Networks using a Lightweight IDS","display_name":"Detecting Signal Spoofing and Jamming Attacks in UAV Networks using a Lightweight IDS","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2979779535","doi":"https://doi.org/10.1109/cits.2019.8862148","mag":"2979779535"},"language":"en","primary_location":{"id":"doi:10.1109/cits.2019.8862148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cits.2019.8862148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Computer, Information and Telecommunication Systems (CITS)","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/A5055375649","display_name":"Menaka Pushpa Arthur","orcid":"https://orcid.org/0000-0002-0204-6841"},"institutions":[{"id":"https://openalex.org/I4210101093","display_name":"St. Joseph's Institute of Technology","ror":"https://ror.org/012npkr10","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101093"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Menaka Pushpa Arthur","raw_affiliation_strings":["Department of Information Technology, St. Joseph\u2019s Institute of Technology, Chennai 600 119"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, St. Joseph\u2019s Institute of Technology, Chennai 600 119","institution_ids":["https://openalex.org/I4210101093"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5055375649"],"corresponding_institution_ids":["https://openalex.org/I4210101093"],"apc_list":null,"apc_paid":null,"fwci":82.7159,"has_fulltext":false,"cited_by_count":105,"citation_normalized_percentile":{"value":0.9985521,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9715999960899353,"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/drone","display_name":"Drone","score":0.8581951856613159},{"id":"https://openalex.org/keywords/autopilot","display_name":"Autopilot","score":0.792417049407959},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7321458458900452},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.722223699092865},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5400086641311646},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4894029200077057},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.47228437662124634},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.46699538826942444},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.44167253375053406},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4353460669517517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37648075819015503},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19036749005317688},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14105650782585144},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.09330117702484131}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.8581951856613159},{"id":"https://openalex.org/C18020424","wikidata":"https://www.wikidata.org/wiki/Q220858","display_name":"Autopilot","level":2,"score":0.792417049407959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7321458458900452},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.722223699092865},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5400086641311646},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4894029200077057},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.47228437662124634},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46699538826942444},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.44167253375053406},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4353460669517517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37648075819015503},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19036749005317688},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14105650782585144},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.09330117702484131},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cits.2019.8862148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cits.2019.8862148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Computer, Information and Telecommunication Systems (CITS)","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":11,"referenced_works":["https://openalex.org/W1953137855","https://openalex.org/W1982466846","https://openalex.org/W2323336488","https://openalex.org/W2566527471","https://openalex.org/W2601260651","https://openalex.org/W2776055286","https://openalex.org/W2850930826","https://openalex.org/W2901756368","https://openalex.org/W2902744111","https://openalex.org/W2902987248","https://openalex.org/W2964279222"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W2528333064","https://openalex.org/W2357122534","https://openalex.org/W4327774218","https://openalex.org/W2159456118","https://openalex.org/W2059768187","https://openalex.org/W4247925126","https://openalex.org/W4312858960","https://openalex.org/W2148668825","https://openalex.org/W89971267"],"abstract_inverted_index":{"In":[0,134],"recent":[1],"times,":[2],"security":[3,41,199],"issues":[4],"pertaining":[5],"to":[6,89,124,147,181],"drones":[7,58],"have":[8],"received":[9],"a":[10,35,112,122,142,172],"great":[11],"deal":[12],"of":[13,47,85,154,193,205],"attention":[14],"from":[15,59,71],"researchers":[16],"in":[17,25,43,78,106,158,164,203],"networking":[18],"and":[19,28,62,128,208],"communication":[20,105],"circles,":[21],"given":[22],"their":[23],"applications":[24],"the":[26,38,44,73,79,95,109,135,149,155,169,183,191,194],"civilian":[27],"defence":[29],"domains.":[30],"Object":[31],"collision":[32],"avoidance":[33],"over":[34],"trajectory":[36],"is":[37,119,145],"only":[39],"built-in":[40],"mechanism":[42],"autopilot":[45,97],"system":[46],"an":[48],"unmanned":[49],"aerial":[50],"vehicle":[51],"(UAV).":[52],"This":[53],"mechanism,":[54],"however,":[55],"cannot":[56],"protect":[57],"signal":[60],"spoofing":[61],"hacking":[63],"attacks.":[64],"Attacks":[65],"on":[66,201],"UAVs":[67,107,202],"can":[68],"be":[69],"triggered":[70],"either":[72],"ground":[74],"or":[75,93],"flying":[76],"vehicles":[77],"transmission":[80],"vicinity":[81],"medium,":[82],"by":[83],"means":[84],"which":[86],"attackers":[87],"get":[88],"control":[90],"flight":[91],"operations":[92],"manipulate":[94],"UAV's":[96],"system.":[98],"An":[99],"intermittent":[100],"network":[101],"connection":[102],"that":[103],"disrupts":[104],"exacerbates":[108],"problem.":[110],"Hence,":[111],"deep":[113,173],"learning-based,":[114],"adaptive":[115],"Intrusion":[116],"Detection":[117],"System":[118],"needed":[120],"for":[121,177],"drone":[123],"identify":[125],"its":[126,130],"intruders":[127],"ensure":[129],"safe":[131,185],"return-to-home":[132],"(RTH).":[133],"proposed":[136,195],"IDS,":[137,156],"Self-Taught":[138],"Learning":[139],"(STL)":[140],"with":[141],"multiclass":[143],"SVM":[144],"used":[146],"maintain":[148],"high":[150],"true":[151],"positive":[152],"rate":[153],"even":[157],"uncharted":[159],"territory.":[160],"A":[161],"self-healing":[162],"method":[163],"IDS":[165,196],"recovery":[166],"phase":[167],"uses":[168],"Deep-Q":[170],"Network,":[171],"reinforcement":[174],"learning":[175,180],"algorithm":[176],"dynamic":[178],"route":[179],"facilitate":[182],"drone's":[184],"return":[186],"home.":[187],"Simulation":[188],"results":[189],"show":[190],"efficiency":[192],"against":[197],"cyber":[198],"attacks":[200],"terms":[204],"accuracy,":[206],"sensitivity":[207],"specificity.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":12}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}