{"id":"https://openalex.org/W4388759585","doi":"https://doi.org/10.3233/jifs-235362","title":"Deep-MAD: Deep learning based multiple attack detection for secure device- to-device communication in FOG environment1","display_name":"Deep-MAD: Deep learning based multiple attack detection for secure device- to-device communication in FOG environment1","publication_year":2023,"publication_date":"2023-11-17","ids":{"openalex":"https://openalex.org/W4388759585","doi":"https://doi.org/10.3233/jifs-235362"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-235362","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-235362","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5101513897","display_name":"Mukesh Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"M. Kumar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Er. perumal Manimekalai College of Engineering, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Er. perumal Manimekalai College of Engineering, Tamilnadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101398408","display_name":"A. Kavitha","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154466","display_name":"M. Kumarasamy College of Engineering","ror":"https://ror.org/03z0n5k81","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154466"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Kavitha","raw_affiliation_strings":["Department of Electronics and Communication Engineering, M. Kumarasamy College of Engineering, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, M. Kumarasamy College of Engineering, Tamilnadu, India","institution_ids":["https://openalex.org/I4387154466"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101513897"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13792452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"46","issue":"1","first_page":"955","last_page":"966"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9980999827384949,"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/T10237","display_name":"Cryptography and Data Security","score":0.9939000010490417,"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"}},{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8659417629241943},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5579640865325928},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5309590697288513},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5032877326011658},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48922181129455566},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4668850004673004},{"id":"https://openalex.org/keywords/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.4552461504936218},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.36249879002571106},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12320202589035034}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8659417629241943},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5579640865325928},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5309590697288513},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5032877326011658},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48922181129455566},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4668850004673004},{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.4552461504936218},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36249879002571106},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12320202589035034},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-235362","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-235362","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2944343547","https://openalex.org/W2982208313","https://openalex.org/W2996869649","https://openalex.org/W3004237916","https://openalex.org/W3007592983","https://openalex.org/W3091307437","https://openalex.org/W3094617817","https://openalex.org/W3096311157","https://openalex.org/W3119735993","https://openalex.org/W3123475154","https://openalex.org/W3195652759","https://openalex.org/W4200348845","https://openalex.org/W4226387990","https://openalex.org/W4294167365","https://openalex.org/W4301179553","https://openalex.org/W4309635201","https://openalex.org/W4317569417","https://openalex.org/W4323321768","https://openalex.org/W4382699079"],"related_works":["https://openalex.org/W2539930818","https://openalex.org/W3012147850","https://openalex.org/W4313300189","https://openalex.org/W2949835517","https://openalex.org/W2625655658","https://openalex.org/W2403663234","https://openalex.org/W2129292245","https://openalex.org/W4288804202","https://openalex.org/W2911298733","https://openalex.org/W2887779253"],"abstract_inverted_index":{"An":[0],"exponential":[1],"growth":[2],"of":[3,12,195,199,225],"users":[4],"demands":[5],"ubiquitous":[6],"connectivity,":[7],"which":[8],"requires":[9],"the":[10,77,113,123,126,131,133,138,143,151,160,166,173,179,193,200,221],"integration":[11],"new":[13],"technology.":[14],"Therefore,":[15],"Device":[16,18],"to":[17,67,97,111,149,171],"(D2D)":[19],"communication":[20],"has":[21],"been":[22,38],"considered":[23],"a":[24,61,85,102],"promising":[25],"technology":[26],"that":[27],"utilizes":[28],"effective":[29],"and":[30,54,80,184,214,228,236],"efficient":[31],"communication.":[32],"Even":[33],"though":[34],"numerous":[35],"studies":[36],"have":[37],"conducted":[39],"for":[40,175,188,191],"establishing":[41],"secure":[42],"D2D":[43,78,103],"communication,":[44],"however,":[45],"existing":[46],"techniques":[47],"face":[48],"challenges":[49],"like":[50],"privacy,":[51],"security":[52],"threats,":[53],"poor":[55],"generality.":[56],"To":[57],"overcome":[58],"these":[59],"issues":[60],"novel":[62],"Deep-MAD":[63],"model":[64],"is":[65,95,147,163,169,182,186,203],"proposed":[66,201,218],"preserve":[68],"data":[69,99,106,129,174],"privacy":[70],"along":[71],"with":[72],"its":[73],"access":[74,140],"control":[75],"in":[76,84,101],"network":[79],"multiple":[81],"attack":[82],"detection":[83],"fog":[86,134],"environment.":[87],"A":[88],"Fully":[89],"Homomorphic":[90],"Elliptic":[91],"Curve":[92],"Cryptography":[93],"(FHECC)":[94],"introduced":[96],"transmit":[98],"securely":[100],"network.":[104],"The":[105,197,217],"owner":[107],"uses":[108],"FHECC":[109,168],"algorithm":[110],"encrypt":[112],"plain":[114],"text":[115,118],"into":[116],"cipher":[117],"before":[119],"storing":[120],"it":[121,185],"on":[122],"fog.":[124],"Whenever":[125],"user":[127],"requests":[128],"from":[130],"fog,":[132],"service":[135],"provider":[136],"confirm":[137],"user\u2019s":[139],"control.":[141],"Furthermore,":[142],"deep":[144],"learning-based":[145],"Bi-LSTM":[146],"used":[148,170],"differentiate":[150],"device":[152,181],"as":[153,209],"an":[154],"authorized":[155,176],"or":[156],"unauthorized":[157],"user.":[158],"If":[159],"IP":[161],"address":[162],"genuine":[164],"then":[165],"inverse":[167],"decrypt":[172],"users.":[177],"Otherwise,":[178],"particular":[180],"blocked":[183],"sent":[187],"further":[189],"verification":[190],"classifying":[192],"types":[194],"attacks.":[196],"effectiveness":[198],"strategy":[202],"examined":[204],"using":[205],"several":[206],"parameters,":[207],"such":[208],"computational":[210,223],"complexity,":[211],"scalability,":[212],"accuracy,":[213],"Execution":[215],"time.":[216],"technique":[219],"improves":[220],"overall":[222],"overhead":[224],"31.77,":[226],"9.34,":[227],"4.67":[229],"better":[230],"than":[231],"AKA":[232],"protocol,":[233],"lightweight":[234],"cipher,":[235],"FHEEP":[237],"respectively.":[238]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}