{"id":"https://openalex.org/W4404032417","doi":"https://doi.org/10.1109/icccnt61001.2024.10726101","title":"LSTM-based Deep Learning Model for Cyber-attack Detection Systems in the Internet of Drones","display_name":"LSTM-based Deep Learning Model for Cyber-attack Detection Systems in the Internet of Drones","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032417","doi":"https://doi.org/10.1109/icccnt61001.2024.10726101"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10726101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10726101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5114512056","display_name":"Sami Abou El Faouz","orcid":"https://orcid.org/0009-0005-7718-9360"},"institutions":[{"id":"https://openalex.org/I25010766","display_name":"Hali\u00e7 University","ror":"https://ror.org/022xhck05","country_code":"TR","type":"education","lineage":["https://openalex.org/I25010766"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES","TR"],"is_corresponding":false,"raw_author_name":"Sami Abou El Faouz","raw_affiliation_strings":["Haliç University,Faculty of Engineering,Department of Software Engineering,Istanbul,Türkiye,34060"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Haliç University,Faculty of Engineering,Department of Software Engineering,Istanbul,Türkiye,34060","institution_ids":["https://openalex.org/I25010766","https://openalex.org/I97750245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080921529","display_name":"Alireza Souri","orcid":"https://orcid.org/0000-0001-8314-9051"},"institutions":[{"id":"https://openalex.org/I25010766","display_name":"Hali\u00e7 University","ror":"https://ror.org/022xhck05","country_code":"TR","type":"education","lineage":["https://openalex.org/I25010766"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES","TR"],"is_corresponding":false,"raw_author_name":"Alireza Souri","raw_affiliation_strings":["Haliç University,Faculty of Engineering,Department of Software Engineering,Istanbul,Türkiye,34060"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Haliç University,Faculty of Engineering,Department of Software Engineering,Istanbul,Türkiye,34060","institution_ids":["https://openalex.org/I25010766","https://openalex.org/I97750245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011179095","display_name":"Nihat \u0130nan\u00e7","orcid":"https://orcid.org/0000-0003-2989-6632"},"institutions":[{"id":"https://openalex.org/I25010766","display_name":"Hali\u00e7 University","ror":"https://ror.org/022xhck05","country_code":"TR","type":"education","lineage":["https://openalex.org/I25010766"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES","TR"],"is_corresponding":false,"raw_author_name":"Nihat \u0130nan\u00e7","raw_affiliation_strings":["Haliç University,Faculty of Engineering,Department of Software Engineering,Istanbul,Türkiye,34060"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Haliç University,Faculty of Engineering,Department of Software Engineering,Istanbul,Türkiye,34060","institution_ids":["https://openalex.org/I25010766","https://openalex.org/I97750245"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1652,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79446135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.8342999815940857,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14470","display_name":"Advanced Data Processing Techniques","score":0.8342999815940857,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13983","display_name":"Cybersecurity and Information Systems","score":0.7978000044822693,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.7853000164031982,"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":0.9029359221458435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7487764358520508},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.601321280002594},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5961962342262268},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5639925003051758},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5271199345588684},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4485786557197571},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34951692819595337},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17018690705299377}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.9029359221458435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7487764358520508},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.601321280002594},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5961962342262268},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5639925003051758},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5271199345588684},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4485786557197571},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34951692819595337},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17018690705299377},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10726101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10726101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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":12,"referenced_works":["https://openalex.org/W2979779535","https://openalex.org/W3108599538","https://openalex.org/W3167680842","https://openalex.org/W3173630589","https://openalex.org/W3209501825","https://openalex.org/W4212958548","https://openalex.org/W4213358236","https://openalex.org/W4220872293","https://openalex.org/W4317494571","https://openalex.org/W4321186224","https://openalex.org/W4378363842","https://openalex.org/W4392949510"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W4380075502"],"abstract_inverted_index":{"The":[0,38,69],"Internet":[1],"of":[2,30,48,57,71,100,123,159],"drones":[3,31,72,77],"(IoD)":[4],"has":[5],"emeregd":[6],"as":[7,132],"a":[8,35,44,94,111,151],"hot":[9],"topic":[10],"in":[11],"the":[12,49,58,98,119,124,157],"technology":[13],"industry":[14],"and":[15,19,24,61,67,121,135,147],"is":[16,114],"deemed":[17],"important":[18],"useful":[20],"to":[21,33,74,88,103,116],"several":[22],"applications":[23],"fields":[25],"where":[26],"we":[27,62,137],"see":[28,139],"dozens":[29],"deployed":[32],"achieve":[34],"particular":[36],"mission.":[37],"huge":[39],"benefits":[40],"sometimes":[41],"can":[42,53,138],"be":[43],"mask":[45],"for":[46,86],"some":[47],"crucial":[50],"issues":[51],"that":[52,96,140],"affect":[54],"this":[55,108],"field":[56],"UAVs":[59],"crucially":[60],"are":[63],"talking":[64],"about":[65],"security":[66],"privacy.":[68],"internet":[70],"comes":[73],"connect":[75],"between":[76],"making":[78],"them":[79],"smart":[80],"but":[81],"leaving":[82],"an":[83],"open":[84],"door":[85],"intruders":[87],"exploit.":[89],"This":[90],"paper":[91],"will":[92],"uphold":[93],"model":[95,142],"utilizes":[97],"wonders":[99],"deep":[101,125,161],"learning":[102,126,162],"improve":[104],"it":[105],"greatly.":[106],"In":[107],"proposed":[109],"model,":[110],"LSTM":[112],"algorithm":[113],"applied":[115],"further":[117],"enhance":[118],"capability":[120],"reliability":[122],"model.":[127,163],"Using":[128],"evaluation":[129],"factors":[130],"such":[131],"accuracy,":[133],"precision,":[134],"etc.":[136],"our":[141],"outperforms":[143],"other":[144],"ML":[145],"algorithms":[146],"classifiers":[148],"while":[149],"having":[150],"low":[152],"training":[153],"time":[154],"which":[155],"showcases":[156],"efficiency":[158],"LSTM-based":[160]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}