{"id":"https://openalex.org/W4401537452","doi":"https://doi.org/10.1109/mce.2024.3442450","title":"AI-Powered Metaheuristic Algorithms: Enhancing Detection and Defense for Consumer Technology","display_name":"AI-Powered Metaheuristic Algorithms: Enhancing Detection and Defense for Consumer Technology","publication_year":2024,"publication_date":"2024-08-13","ids":{"openalex":"https://openalex.org/W4401537452","doi":"https://doi.org/10.1109/mce.2024.3442450"},"language":"en","primary_location":{"id":"doi:10.1109/mce.2024.3442450","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mce.2024.3442450","pdf_url":null,"source":{"id":"https://openalex.org/S2483040032","display_name":"IEEE Consumer Electronics Magazine","issn_l":"2162-2248","issn":["2162-2248","2162-2256"],"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 Consumer Electronics Magazine","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/A5104089364","display_name":"Shailendra Pratap Singh","orcid":"https://orcid.org/0000-0002-2153-9641"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shailendra Pratap Singh","raw_affiliation_strings":["Bennett University, Greater Noida, India","School of Computer Science Engineering and Technology, Bennett University, Greater Noida, U.P, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bennett University, Greater Noida, India","institution_ids":["https://openalex.org/I3129773123"]},{"raw_affiliation_string":"School of Computer Science Engineering and Technology, Bennett University, Greater Noida, U.P, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073207834","display_name":"Naween Kumar","orcid":"https://orcid.org/0000-0001-7062-0131"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Naween Kumar","raw_affiliation_strings":["Bennett University, Greater Noida, India","School of Computer Science Engineering and Technology, Bennett University, Greater Noida, U.P, India"],"raw_orcid":"https://orcid.org/0000-0001-7062-0131","affiliations":[{"raw_affiliation_string":"Bennett University, Greater Noida, India","institution_ids":["https://openalex.org/I3129773123"]},{"raw_affiliation_string":"School of Computer Science Engineering and Technology, Bennett University, Greater Noida, U.P, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078484420","display_name":"Gaurav Dhiman","orcid":"https://orcid.org/0000-0002-6343-5197"},"institutions":[{"id":"https://openalex.org/I165682329","display_name":"Guru Nanak Dev University","ror":"https://ror.org/05ghzpa93","country_code":"IN","type":"education","lineage":["https://openalex.org/I165682329"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gaurav Dhiman","raw_affiliation_strings":["Jagat Guru Nanak Dev Punjab State Open University, Patiala, India","School of Sciences and Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Patiala, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0002-6343-5197","affiliations":[{"raw_affiliation_string":"Jagat Guru Nanak Dev Punjab State Open University, Patiala, India","institution_ids":["https://openalex.org/I165682329"]},{"raw_affiliation_string":"School of Sciences and Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Patiala, Punjab, India","institution_ids":["https://openalex.org/I165682329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107972209","display_name":"S. Vimal","orcid":"https://orcid.org/0000-0002-1467-1206"},"institutions":[{"id":"https://openalex.org/I4387155381","display_name":"Sri Eshwar College of Engineering","ror":"https://ror.org/02f1z8215","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shanmuganathan Vimal","raw_affiliation_strings":["Sri Eshwar College of Engineering, Coimbatore, India","Department of Artificial Intelligence and Data Science, Sri Eshwar college of Engineering, Coimbatore, Tamil Nadu"],"raw_orcid":"https://orcid.org/0000-0002-1467-1206","affiliations":[{"raw_affiliation_string":"Sri Eshwar College of Engineering, Coimbatore, India","institution_ids":["https://openalex.org/I4387155381"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Data Science, Sri Eshwar college of Engineering, Coimbatore, Tamil Nadu","institution_ids":["https://openalex.org/I4387155381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078634771","display_name":"Wattana Viriyasitavat","orcid":"https://orcid.org/0000-0001-7247-4596"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Wattana Viriyasitavat","raw_affiliation_strings":["Chulalongkorn University, Bangkok, Thailand","Business Information Technology Division, Department of Statistics, Faculty of Commerce and Accountancy, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":"https://orcid.org/0000-0001-7247-4596","affiliations":[{"raw_affiliation_string":"Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Business Information Technology Division, Department of Statistics, Faculty of Commerce and Accountancy, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2515,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88792375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"14","issue":"3","first_page":"44","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.2214999943971634,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10763","display_name":"Digital Transformation in Industry","score":0.2214999943971634,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12384","display_name":"Customer churn and segmentation","score":0.2069000005722046,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6553056240081787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6410471796989441},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35895633697509766}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6553056240081787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6410471796989441},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35895633697509766}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mce.2024.3442450","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mce.2024.3442450","pdf_url":null,"source":{"id":"https://openalex.org/S2483040032","display_name":"IEEE Consumer Electronics Magazine","issn_l":"2162-2248","issn":["2162-2248","2162-2256"],"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 Consumer Electronics Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7294858787","display_name":null,"funder_award_id":"N42A660902","funder_id":"https://openalex.org/F4320322817","funder_display_name":"National Research Council of Thailand"}],"funders":[{"id":"https://openalex.org/F4320322817","display_name":"National Research Council of Thailand","ror":"https://ror.org/018wfhg78"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W3004171232","https://openalex.org/W3104218734","https://openalex.org/W3158981988","https://openalex.org/W3161325351","https://openalex.org/W4210982656","https://openalex.org/W4220981308","https://openalex.org/W4285269544","https://openalex.org/W4306966821","https://openalex.org/W4319663821","https://openalex.org/W4362552446","https://openalex.org/W4366964194","https://openalex.org/W4384519324","https://openalex.org/W4391933803","https://openalex.org/W4392137592","https://openalex.org/W4392976435","https://openalex.org/W6739868092"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2789681586","https://openalex.org/W2794361564","https://openalex.org/W4243392960","https://openalex.org/W3156820950","https://openalex.org/W4232791346","https://openalex.org/W2971069100","https://openalex.org/W2504553392"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"systems":[3,143],"have":[4,48],"been":[5],"increasingly":[6],"faced":[7],"with":[8],"significant":[9,57],"challenges":[10],"and":[11,45,60,68,75,104,124,154],"opportunities,":[12],"particularly":[13],"in":[14,55,92,136],"the":[15,73,99,130,138],"realm":[16],"of":[17,77,102,132,140],"security":[18,79],"for":[19,31,151],"consumer":[20,93],"electronics":[21,94],"technology.":[22],"The":[23],"adversarial":[24,90,119],"defense":[25],"(ADV)":[26],"mechanism":[27],"has":[28],"more":[29],"potential":[30],"addressing":[32],"those":[33],"issues.":[34],"Some":[35],"pertinent":[36],"AI-enabled":[37],"or":[38,85],"metaheuristic":[39,69,105],"schemes,":[40],"such":[41,81],"as":[42,82],"MOPSO,":[43],"MOGWO,":[44],"NSGA-II":[46],"algorithms,":[47,106],"proven":[49],"specific":[50],"advantages":[51],"but":[52],"are":[53],"lacking":[54],"providing":[56],"accuracy":[58],"prediction":[59],"robustness.":[61],"By":[62],"combining":[63],"AI,":[64],"machine":[65],"learning":[66],"(ML),":[67],"techniques,":[70],"ADV":[71,109,134],"enhances":[72],"detection":[74,84],"mitigation":[76],"dynamic":[78],"attacks":[80,91],"intrusion":[83],"real-time":[86],"malware":[87],"detection,":[88],"including":[89],"appliances.":[95],"This":[96],"research":[97,128],"emphasizes":[98],"combined":[100],"use":[101],"AI/ML":[103],"illustrating":[107],"how":[108],"methods":[110,135],"can":[111],"employ":[112],"various":[113],"techniques":[114],"to":[115],"safeguard":[116],"AI":[117,142],"from":[118],"attacks.":[120],"Through":[121],"detailed":[122],"simulations":[123],"comparative":[125],"analyses,":[126],"this":[127],"highlights":[129],"effectiveness":[131],"advanced":[133],"strengthening":[137],"resilience":[139],"consumer-based":[141],"against":[144],"new":[145],"threats,":[146],"thereby":[147],"ensuring":[148],"robust":[149],"protection":[150],"electronic":[152],"technologies":[153],"their":[155],"data.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
