{"id":"https://openalex.org/W4408860774","doi":"https://doi.org/10.1109/jiot.2025.3554800","title":"Dynamic Quasi-Hyperbolic Momentum Iterative Attack With Small Perturbation for 4D-Flight Trajectory Prediction","display_name":"Dynamic Quasi-Hyperbolic Momentum Iterative Attack With Small Perturbation for 4D-Flight Trajectory Prediction","publication_year":2025,"publication_date":"2025-03-27","ids":{"openalex":"https://openalex.org/W4408860774","doi":"https://doi.org/10.1109/jiot.2025.3554800"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3554800","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3554800","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5038246109","display_name":"Zhengyang Zhao","orcid":"https://orcid.org/0000-0003-2667-1358"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengyang Zhao","raw_affiliation_strings":["School of Information and Navigation, Air Force Engineering University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-2667-1358","affiliations":[{"raw_affiliation_string":"School of Information and Navigation, Air Force Engineering University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042938268","display_name":"Buhong Wang","orcid":"https://orcid.org/0000-0001-7425-0502"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Buhong Wang","raw_affiliation_strings":["School of Information and Navigation, Air Force Engineering University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-7425-0502","affiliations":[{"raw_affiliation_string":"School of Information and Navigation, Air Force Engineering University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066456303","display_name":"Xuan Yao","orcid":"https://orcid.org/0000-0002-8549-2096"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xuan Yao","raw_affiliation_strings":["Department of Computer Science, University of Manchester, Manchester, U.K"],"raw_orcid":"https://orcid.org/0000-0002-8549-2096","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Manchester, Manchester, U.K","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083064267","display_name":"Jiwei Tian","orcid":"https://orcid.org/0000-0002-1485-7465"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiwei Tian","raw_affiliation_strings":["Air Traffic Control and Navigation College, Air Force Engineering University, Xi&#x2019;an, China","Air Traffic Control and Navigation College, Air Force Engineering University, Xi&#x2019;an"],"raw_orcid":"https://orcid.org/0000-0002-1485-7465","affiliations":[{"raw_affiliation_string":"Air Traffic Control and Navigation College, Air Force Engineering University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Air Traffic Control and Navigation College, Air Force Engineering University, Xi&#x2019;an","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruochen Dong","orcid":"https://orcid.org/0000-0003-0454-9394"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruochen Dong","raw_affiliation_strings":["School of Information and Navigation, Air Force Engineering University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-0454-9394","affiliations":[{"raw_affiliation_string":"School of Information and Navigation, Air Force Engineering University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038915198","display_name":"Peican Zhu","orcid":"https://orcid.org/0000-0002-8389-1093"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peican Zhu","raw_affiliation_strings":["School of Artificial Intelligence, Optics, and Electronics, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-8389-1093","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Optics, and Electronics, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9938,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85217874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"12","issue":"12","first_page":"22533","last_page":"22553"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12125","display_name":"Aerospace and Aviation Technology","score":0.991100013256073,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9825999736785889,"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/trajectory","display_name":"Trajectory","score":0.7127063274383545},{"id":"https://openalex.org/keywords/perturbation","display_name":"Perturbation (astronomy)","score":0.6415208578109741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.568648099899292},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.42357444763183594},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.42144742608070374},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3301469683647156},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.31909653544425964},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2469610571861267},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2130533754825592},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09731441736221313}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7127063274383545},{"id":"https://openalex.org/C177918212","wikidata":"https://www.wikidata.org/wiki/Q803623","display_name":"Perturbation (astronomy)","level":2,"score":0.6415208578109741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.568648099899292},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.42357444763183594},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.42144742608070374},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3301469683647156},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.31909653544425964},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2469610571861267},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2130533754825592},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09731441736221313},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3554800","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3554800","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G165640623","display_name":null,"funder_award_id":"2024M752586","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2178459188","display_name":null,"funder_award_id":"62402520","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5212947235","display_name":null,"funder_award_id":"2024JC-YBQN-0620","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W2118756516","https://openalex.org/W2240067561","https://openalex.org/W2897997731","https://openalex.org/W2969979070","https://openalex.org/W2975663781","https://openalex.org/W2976884277","https://openalex.org/W3004704879","https://openalex.org/W3015378124","https://openalex.org/W3034640283","https://openalex.org/W3041517319","https://openalex.org/W3044432665","https://openalex.org/W3086935078","https://openalex.org/W3096120822","https://openalex.org/W3128339542","https://openalex.org/W3132479643","https://openalex.org/W3167783056","https://openalex.org/W3176916588","https://openalex.org/W3186578093","https://openalex.org/W3196302005","https://openalex.org/W3199485801","https://openalex.org/W3202761833","https://openalex.org/W3203961508","https://openalex.org/W3206156324","https://openalex.org/W3214461887","https://openalex.org/W3215624426","https://openalex.org/W4205520414","https://openalex.org/W4213422822","https://openalex.org/W4283208098","https://openalex.org/W4283324822","https://openalex.org/W4285133336","https://openalex.org/W4285792279","https://openalex.org/W4290714076","https://openalex.org/W4292692261","https://openalex.org/W4297538178","https://openalex.org/W4299908185","https://openalex.org/W4306377834","https://openalex.org/W4308339392","https://openalex.org/W4311731848","https://openalex.org/W4313291741","https://openalex.org/W4313577291","https://openalex.org/W4321506326","https://openalex.org/W4323338606","https://openalex.org/W4362563530","https://openalex.org/W4379535578","https://openalex.org/W4384787464","https://openalex.org/W4385975650","https://openalex.org/W4386076241","https://openalex.org/W4386254442","https://openalex.org/W4386707824","https://openalex.org/W4386869609","https://openalex.org/W4387546320","https://openalex.org/W4387682098","https://openalex.org/W4389609966","https://openalex.org/W4390422059","https://openalex.org/W4391822779","https://openalex.org/W4393359060","https://openalex.org/W4394585780","https://openalex.org/W4394876643","https://openalex.org/W4397026534","https://openalex.org/W4398133949","https://openalex.org/W4400014700","https://openalex.org/W4400041857","https://openalex.org/W4400226521","https://openalex.org/W4400923384","https://openalex.org/W4404130238","https://openalex.org/W4405179045","https://openalex.org/W6755977018","https://openalex.org/W6758684365","https://openalex.org/W6775432653","https://openalex.org/W6840276997","https://openalex.org/W6849761015","https://openalex.org/W6853927263"],"related_works":["https://openalex.org/W4323768008","https://openalex.org/W1941703695","https://openalex.org/W3131574667","https://openalex.org/W4360995134","https://openalex.org/W4248382324","https://openalex.org/W2057289358","https://openalex.org/W2040941802","https://openalex.org/W2412311587","https://openalex.org/W4238207569","https://openalex.org/W2339251345"],"abstract_inverted_index":{"With":[0],"the":[1,34,66,80,113,145],"rapid":[2],"growth":[3],"of":[4,68],"global":[5],"air":[6,161],"traffic,":[7],"4D-flight":[8],"trajectory":[9],"prediction":[10,57],"(4D-FTP)":[11],"using":[12],"deep":[13],"learning":[14,122],"(DL)":[15],"methods":[16],"has":[17],"become":[18],"essential":[19],"for":[20,60],"applications,":[21],"such":[22],"as":[23],"flight":[24],"delay":[25],"prediction,":[26],"fuel":[27],"consumption":[28],"analysis,":[29],"and":[30,70,95,118],"traffic":[31,162],"management.":[32],"However,":[33],"adversarial":[35,150],"attacks":[36,151],"pose":[37],"significant":[38],"security":[39,158],"threats":[40],"to":[41,65,99,143,147],"DL-based":[42],"4D-FTP":[43,61,104,153],"systems":[44],"reliant":[45],"on":[46,152],"automatic":[47],"dependent":[48],"surveillance-broadcast":[49],"(ADS-B)":[50],"sensors.":[51],"Furthermore,":[52],"existing":[53],"vulnerabilities":[54],"in":[55,103,160],"time-series":[56],"(TSP)":[58],"models":[59],"remain":[62],"underexplored":[63],"due":[64],"lack":[67],"effective":[69],"stealthy":[71,149],"attack":[72,86,108],"methods.":[73],"To":[74],"address":[75,148],"this":[76],"gap,":[77],"we":[78],"propose":[79],"dynamic":[81,96],"quasi-hyperbolic":[82],"momentum":[83],"(QHM)":[84],"iterative":[85],"with":[87,132],"small":[88],"perturbation":[89],"(DQM-Attack).":[90],"This":[91,140],"method":[92],"leverages":[93],"QHM":[94],"step":[97],"sizes":[98],"optimize":[100],"gradient":[101],"utilization":[102],"models.":[105,139],"In":[106],"addition,":[107],"stealth":[109],"is":[110],"enhanced":[111],"through":[112],"manifold":[114],"smooth":[115,120],"module":[116],"(MSM)":[117],"sparse":[119],"reinforcement":[121],"(SS-RL).":[123],"Experimental":[124],"results":[125],"demonstrate":[126],"that":[127],"DQM-Attack":[128],"effectively":[129],"disrupts":[130],"predictions":[131],"minimal":[133],"perturbations":[134],"across":[135],"four":[136],"state-of-the-art":[137],"TSP":[138],"study":[141],"appears":[142],"be":[144],"first":[146],"systems,":[154],"revealing":[155],"a":[156],"critical":[157],"vulnerability":[159],"management":[163],"(ATM).":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
