{"id":"https://openalex.org/W3022437389","doi":"https://doi.org/10.1109/jiot.2020.2991693","title":"A Machine-Learning-Based Technique for False Data Injection Attacks Detection in Industrial IoT","display_name":"A Machine-Learning-Based Technique for False Data Injection Attacks Detection in Industrial IoT","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3022437389","doi":"https://doi.org/10.1109/jiot.2020.2991693","mag":"3022437389"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.2991693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.2991693","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/A5082061676","display_name":"Mariam Aboelwafa","orcid":"https://orcid.org/0000-0003-3830-1151"},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mariam M. N. Aboelwafa","raw_affiliation_strings":["Electronics and Communications Engineering Department, American University in Cairo, New Cairo"],"raw_orcid":"https://orcid.org/0000-0003-3830-1151","affiliations":[{"raw_affiliation_string":"Electronics and Communications Engineering Department, American University in Cairo, New Cairo","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055400388","display_name":"Karim G. Seddik","orcid":"https://orcid.org/0000-0002-2279-592X"},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Karim G. Seddik","raw_affiliation_strings":["Electronics and Communications Engineering Department, American University in Cairo, New Cairo"],"raw_orcid":"https://orcid.org/0000-0002-2279-592X","affiliations":[{"raw_affiliation_string":"Electronics and Communications Engineering Department, American University in Cairo, New Cairo","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000938190","display_name":"Mohamed Hamdy Eldefrawy","orcid":"https://orcid.org/0000-0001-6408-5152"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mohamed H. Eldefrawy","raw_affiliation_strings":["School of Information Technology, Halmstad University, Halmstad, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-6408-5152","affiliations":[{"raw_affiliation_string":"School of Information Technology, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085692317","display_name":"Yasser Gadallah","orcid":"https://orcid.org/0000-0001-8099-505X"},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Yasser Gadallah","raw_affiliation_strings":["Electronics and Communications Engineering Department, American University in Cairo, New Cairo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Communications Engineering Department, American University in Cairo, New Cairo","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004012289","display_name":"Mikael Gidlund","orcid":"https://orcid.org/0000-0003-0873-7827"},"institutions":[{"id":"https://openalex.org/I56475706","display_name":"Mid Sweden University","ror":"https://ror.org/019k1pd13","country_code":"SE","type":"education","lineage":["https://openalex.org/I56475706"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mikael Gidlund","raw_affiliation_strings":["Department of Information Systems and Technology, Mid Sweden University, Sundsvall, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-0873-7827","affiliations":[{"raw_affiliation_string":"Department of Information Systems and Technology, Mid Sweden University, Sundsvall, Sweden","institution_ids":["https://openalex.org/I56475706"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.0438,"has_fulltext":false,"cited_by_count":195,"citation_normalized_percentile":{"value":0.99474966,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"7","issue":"9","first_page":"8462","last_page":"8471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9994999766349792,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9994999766349792,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7856661081314087},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7560437321662903},{"id":"https://openalex.org/keywords/industrial-internet","display_name":"Industrial Internet","score":0.7069145441055298},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6294916868209839},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5062626600265503},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.48385632038116455},{"id":"https://openalex.org/keywords/phishing","display_name":"Phishing","score":0.4668470323085785},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4639093279838562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4270683825016022},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40501683950424194},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3326871693134308}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7856661081314087},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7560437321662903},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.7069145441055298},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6294916868209839},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5062626600265503},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.48385632038116455},{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.4668470323085785},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4639093279838562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4270683825016022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40501683950424194},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3326871693134308},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2020.2991693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.2991693","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":0.550000011920929,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G122146664","display_name":null,"funder_award_id":"IB2018-7469","funder_id":"https://openalex.org/F4320320939","funder_display_name":"Swedish Foundation for International Cooperation in Research and Higher Education"}],"funders":[{"id":"https://openalex.org/F4320320939","display_name":"Swedish Foundation for International Cooperation in Research and Higher Education","ror":"https://ror.org/0561xc723"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W260232723","https://openalex.org/W1582873796","https://openalex.org/W2002254092","https://openalex.org/W2005028112","https://openalex.org/W2025768430","https://openalex.org/W2039148409","https://openalex.org/W2064111006","https://openalex.org/W2145094598","https://openalex.org/W2296319761","https://openalex.org/W2332912277","https://openalex.org/W2403153566","https://openalex.org/W2406619912","https://openalex.org/W2477566801","https://openalex.org/W2734718015","https://openalex.org/W2743138268","https://openalex.org/W2791319131","https://openalex.org/W2805384477","https://openalex.org/W2861867928","https://openalex.org/W2886020981","https://openalex.org/W2890474333","https://openalex.org/W2902805725","https://openalex.org/W2987485128","https://openalex.org/W2991210281","https://openalex.org/W2997574889","https://openalex.org/W4250589301","https://openalex.org/W6681096077","https://openalex.org/W6779718391"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W2149202530","https://openalex.org/W2807822918","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W2921723332","https://openalex.org/W3076529025","https://openalex.org/W3212933010","https://openalex.org/W4390610562","https://openalex.org/W4400212587"],"abstract_inverted_index":{"The":[0,42,138],"accelerated":[1],"move":[2],"toward":[3],"the":[4,7,25,36,48,61,83,97,101,107,114,135],"adoption":[5],"of":[6,24,74,116],"Industrial":[8],"Internet-of-Things":[9],"(IIoT)":[10],"paradigm":[11],"has":[12],"resulted":[13],"in":[14,87,92,119,150],"numerous":[15],"shortcomings":[16],"as":[17,19,35],"far":[18],"security":[20,29],"is":[21,31,33,143],"concerned.":[22],"One":[23],"IIoT":[26],"affecting":[27],"critical":[28],"threats":[30],"what":[32],"termed":[34],"false":[37],"data":[38,85,103,140,153],"injection":[39],"(FDI)":[40],"attack.":[41],"FDI":[43,56,75,121],"attacks":[44,57],"aim":[45],"to":[46,146],"mislead":[47],"industrial":[49],"platforms":[50],"by":[51],"falsifying":[52],"their":[53],"sensor":[54,84],"measurements.":[55],"have":[58],"successfully":[59],"overcome":[60],"classical":[62],"threat":[63],"detection":[64,77],"approaches.":[65],"In":[66],"this":[67],"article,":[68],"we":[69],"present":[70],"a":[71,127],"novel":[72],"method":[73],"attack":[76],"using":[78,106],"autoencoders":[79],"(AEs).":[80],"We":[81],"exploit":[82],"correlation":[86],"time":[88],"and":[89],"space,":[90],"which":[91],"turn":[93],"can":[94],"help":[95],"identify":[96],"falsified":[98,102],"data.":[99,157],"Moreover,":[100],"are":[104],"cleaned":[105],"denoising":[108],"AEs":[109],"(DAEs).":[110],"Performance":[111],"evaluation":[112],"proves":[113],"success":[115],"our":[117],"technique":[118],"detecting":[120],"attacks.":[122],"It":[123],"also":[124,144],"significantly":[125],"outperforms":[126],"support":[128],"vector":[129],"machine":[130],"(SVM)-based":[131],"approach":[132],"used":[133],"for":[134],"same":[136],"purpose.":[137],"DAE":[139],"cleaning":[141],"algorithm":[142],"shown":[145],"be":[147],"very":[148],"effective":[149],"recovering":[151],"clean":[152],"from":[154],"corrupted":[155],"(attacked)":[156]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":39},{"year":2024,"cited_by_count":47},{"year":2023,"cited_by_count":41},{"year":2022,"cited_by_count":39},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":3}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}
