{"id":"https://openalex.org/W4408276037","doi":"https://doi.org/10.1007/s42979-025-03765-0","title":"Exploring the Landscape of IoT Ransomware Prediction Through Machine Learning Techniques: A Comprehensive Survey","display_name":"Exploring the Landscape of IoT Ransomware Prediction Through Machine Learning Techniques: A Comprehensive Survey","publication_year":2025,"publication_date":"2025-03-10","ids":{"openalex":"https://openalex.org/W4408276037","doi":"https://doi.org/10.1007/s42979-025-03765-0"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-025-03765-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-03765-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","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/A5029084875","display_name":"Ines Gharbi","orcid":"https://orcid.org/0000-0002-8553-8349"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]},{"id":"https://openalex.org/I4210117221","display_name":"Eiffage (France)","ror":"https://ror.org/02fb00x56","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210117221"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Ines Gharbi","raw_affiliation_strings":["CEDRIC, Conservatoire National des Arts et M\u00e9tiers, 75003, Paris, France","Caplogy R&D, Caplogy, V\u00e9lizy-Villacoublay, 78140, France"],"affiliations":[{"raw_affiliation_string":"CEDRIC, Conservatoire National des Arts et M\u00e9tiers, 75003, Paris, France","institution_ids":["https://openalex.org/I124158823","https://openalex.org/I4210145724"]},{"raw_affiliation_string":"Caplogy R&D, Caplogy, V\u00e9lizy-Villacoublay, 78140, France","institution_ids":["https://openalex.org/I4210117221"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001649429","display_name":"Mohamed Belaoued","orcid":"https://orcid.org/0000-0002-9412-1959"},"institutions":[{"id":"https://openalex.org/I4210117221","display_name":"Eiffage (France)","ror":"https://ror.org/02fb00x56","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210117221"]},{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Belaoued","raw_affiliation_strings":["Caplogy R&D, Caplogy, V\u00e9lizy-Villacoublay, 78140, France","Lab-I*, UR 4474, Reims, 51100, France"],"affiliations":[{"raw_affiliation_string":"Caplogy R&D, Caplogy, V\u00e9lizy-Villacoublay, 78140, France","institution_ids":["https://openalex.org/I4210117221"]},{"raw_affiliation_string":"Lab-I*, UR 4474, Reims, 51100, France","institution_ids":["https://openalex.org/I96226040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081909889","display_name":"Abdelouahid Derhab","orcid":"https://orcid.org/0000-0002-6498-1528"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdelouahid Derhab","raw_affiliation_strings":["Center of Excellence in Information Assurance (CoEIA), King Saud University, Riyadh, 11653, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Information Assurance (CoEIA), King Saud University, Riyadh, 11653, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028283340","display_name":"Kamel Barkaoui","orcid":"https://orcid.org/0000-0001-7175-0448"},"institutions":[{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]},{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kamel Barkaoui","raw_affiliation_strings":["CEDRIC, Conservatoire National des Arts et M\u00e9tiers, 75003, Paris, France"],"affiliations":[{"raw_affiliation_string":"CEDRIC, Conservatoire National des Arts et M\u00e9tiers, 75003, Paris, France","institution_ids":["https://openalex.org/I124158823","https://openalex.org/I4210145724"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029084875"],"corresponding_institution_ids":["https://openalex.org/I124158823","https://openalex.org/I4210117221","https://openalex.org/I4210145724"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":3.1814,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89548037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"6","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9943000078201294,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/ransomware","display_name":"Ransomware","score":0.9303433895111084},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7264723777770996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5980274677276611},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4151146411895752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3868826627731323},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38012662529945374},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.27067506313323975},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2622576355934143},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.19494310021400452}],"concepts":[{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.9303433895111084},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7264723777770996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5980274677276611},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4151146411895752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3868826627731323},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38012662529945374},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.27067506313323975},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2622576355934143},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.19494310021400452}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-025-03765-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-03765-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W2558122757","https://openalex.org/W2745390745","https://openalex.org/W2750688159","https://openalex.org/W2779814706","https://openalex.org/W2890196927","https://openalex.org/W2897300883","https://openalex.org/W2903220614","https://openalex.org/W2911311548","https://openalex.org/W2938696059","https://openalex.org/W2940895343","https://openalex.org/W2943086164","https://openalex.org/W2966329817","https://openalex.org/W2968774960","https://openalex.org/W2980075242","https://openalex.org/W2994994109","https://openalex.org/W3000953536","https://openalex.org/W3002424897","https://openalex.org/W3027431742","https://openalex.org/W3032258369","https://openalex.org/W3095069954","https://openalex.org/W3107718082","https://openalex.org/W3121595470","https://openalex.org/W3123175759","https://openalex.org/W3133730605","https://openalex.org/W3139187101","https://openalex.org/W3157604684","https://openalex.org/W3176723755","https://openalex.org/W3183350623","https://openalex.org/W3203444100","https://openalex.org/W3208908609","https://openalex.org/W3212046143","https://openalex.org/W4200489140","https://openalex.org/W4200569302","https://openalex.org/W4214744072","https://openalex.org/W4224110334","https://openalex.org/W4225768045","https://openalex.org/W4283371515","https://openalex.org/W4285295354","https://openalex.org/W4287511941","https://openalex.org/W4288461328","https://openalex.org/W4289109846","https://openalex.org/W4292737736","https://openalex.org/W4292972531","https://openalex.org/W4296994884","https://openalex.org/W4310998434","https://openalex.org/W4313326218","https://openalex.org/W4324137410","https://openalex.org/W4363648096","https://openalex.org/W4364382428","https://openalex.org/W4366447842","https://openalex.org/W4378619208","https://openalex.org/W4379876616","https://openalex.org/W4380990032","https://openalex.org/W4384525579","https://openalex.org/W4384661952","https://openalex.org/W4385073800","https://openalex.org/W4385872253","https://openalex.org/W4387142683","https://openalex.org/W4387870962","https://openalex.org/W4388427171","https://openalex.org/W4388503047","https://openalex.org/W4388638017","https://openalex.org/W4389306074","https://openalex.org/W4389454898","https://openalex.org/W4389510316","https://openalex.org/W4390636702","https://openalex.org/W4391099804","https://openalex.org/W4392716258","https://openalex.org/W4396712725","https://openalex.org/W4396938814","https://openalex.org/W4399753021","https://openalex.org/W4399908572","https://openalex.org/W4400235430","https://openalex.org/W4400420919","https://openalex.org/W4405812804","https://openalex.org/W6959729823"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
