{"id":"https://openalex.org/W4414544414","doi":"https://doi.org/10.1007/978-3-032-06096-9_13","title":"Variance-Based Defense Against Blended Backdoor Attacks","display_name":"Variance-Based Defense Against Blended Backdoor Attacks","publication_year":2025,"publication_date":"2025-09-26","ids":{"openalex":"https://openalex.org/W4414544414","doi":"https://doi.org/10.1007/978-3-032-06096-9_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-06096-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06096-9_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2506.01444","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025742669","display_name":"Sujeevan Aseervatham","orcid":"https://orcid.org/0000-0001-8406-7795"},"institutions":[{"id":"https://openalex.org/I185071736","display_name":"Chapman University","ror":"https://ror.org/0452jzg20","country_code":"US","type":"education","lineage":["https://openalex.org/I185071736"]},{"id":"https://openalex.org/I4210122952","display_name":"Maison des Sciences de l'Homme","ror":"https://ror.org/022y5bk62","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210122952"]}],"countries":["FR","US"],"is_corresponding":true,"raw_author_name":"Sujeevan Aseervatham","raw_affiliation_strings":["LaMSN - La Maison des Sciences Num\u00e9riques, Plaine Saint-Denis, France","Orange Research, Ch\u00e2tillon, France"],"raw_orcid":"https://orcid.org/0000-0001-8406-7795","affiliations":[{"raw_affiliation_string":"LaMSN - La Maison des Sciences Num\u00e9riques, Plaine Saint-Denis, France","institution_ids":["https://openalex.org/I4210122952"]},{"raw_affiliation_string":"Orange Research, Ch\u00e2tillon, France","institution_ids":["https://openalex.org/I185071736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119741461","display_name":"Achraf Kerzazi","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I185071736","display_name":"Chapman University","ror":"https://ror.org/0452jzg20","country_code":"US","type":"education","lineage":["https://openalex.org/I185071736"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]},{"id":"https://openalex.org/I4210122952","display_name":"Maison des Sciences de l'Homme","ror":"https://ror.org/022y5bk62","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210122952"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Achraf Kerzazi","raw_affiliation_strings":["LaMSN - La Maison des Sciences Num\u00e9riques, Plaine Saint-Denis, France","Orange Research, Ch\u00e2tillon, France","Universit\u00e9 Sorbonne Paris Nord, LIPN, UMR 7030 CNRS, Paris, France"],"raw_orcid":"https://orcid.org/0009-0001-1852-5927","affiliations":[{"raw_affiliation_string":"LaMSN - La Maison des Sciences Num\u00e9riques, Plaine Saint-Denis, France","institution_ids":["https://openalex.org/I4210122952"]},{"raw_affiliation_string":"Orange Research, Ch\u00e2tillon, France","institution_ids":["https://openalex.org/I185071736"]},{"raw_affiliation_string":"Universit\u00e9 Sorbonne Paris Nord, LIPN, UMR 7030 CNRS, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210156583","https://openalex.org/I4210091437","https://openalex.org/I4210091279","https://openalex.org/I39804081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019338743","display_name":"Youn\u00e8s Bennani","orcid":"https://orcid.org/0000-0003-3667-3357"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]},{"id":"https://openalex.org/I4210122952","display_name":"Maison des Sciences de l'Homme","ror":"https://ror.org/022y5bk62","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210122952"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Youn\u00e8s Bennani","raw_affiliation_strings":["LaMSN - La Maison des Sciences Num\u00e9riques, Plaine Saint-Denis, France","Universit\u00e9 Sorbonne Paris Nord, LIPN, UMR 7030 CNRS, Paris, France"],"raw_orcid":"https://orcid.org/0000-0003-3667-3357","affiliations":[{"raw_affiliation_string":"LaMSN - La Maison des Sciences Num\u00e9riques, Plaine Saint-Denis, France","institution_ids":["https://openalex.org/I4210122952"]},{"raw_affiliation_string":"Universit\u00e9 Sorbonne Paris Nord, LIPN, UMR 7030 CNRS, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210156583","https://openalex.org/I4210091437","https://openalex.org/I4210091279","https://openalex.org/I39804081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5025742669"],"corresponding_institution_ids":["https://openalex.org/I185071736","https://openalex.org/I4210122952"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60939382,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"221","last_page":"239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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/T11424","display_name":"Security and Verification in Computing","score":0.9983999729156494,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/backdoor","display_name":"Backdoor","score":0.9848999977111816},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.7110999822616577},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5281000137329102},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5038999915122986},{"id":"https://openalex.org/keywords/train","display_name":"Train","score":0.4659000039100647},{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.4300999939441681},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.414900004863739}],"concepts":[{"id":"https://openalex.org/C2781045450","wikidata":"https://www.wikidata.org/wiki/Q254569","display_name":"Backdoor","level":2,"score":0.9848999977111816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8823999762535095},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.7110999822616577},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5777999758720398},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5281000137329102},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5038999915122986},{"id":"https://openalex.org/C190839683","wikidata":"https://www.wikidata.org/wiki/Q2448197","display_name":"Train","level":2,"score":0.4659000039100647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4316999912261963},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.4300999939441681},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.414900004863739},{"id":"https://openalex.org/C65856478","wikidata":"https://www.wikidata.org/wiki/Q3991682","display_name":"Attack model","level":2,"score":0.32109999656677246},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.2992999851703644},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29330000281333923},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2913999855518341},{"id":"https://openalex.org/C174333608","wikidata":"https://www.wikidata.org/wiki/Q19635","display_name":"Trojan","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C38369872","wikidata":"https://www.wikidata.org/wiki/Q7445009","display_name":"Security analysis","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.25049999356269836}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-032-06096-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06096-9_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2506.01444","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2506.01444","pdf_url":"https://arxiv.org/pdf/2506.01444","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2506.01444","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2506.01444","pdf_url":"https://arxiv.org/pdf/2506.01444","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414544414.pdf","grobid_xml":"https://content.openalex.org/works/W4414544414.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2133059825","https://openalex.org/W2302255633","https://openalex.org/W2616247523","https://openalex.org/W2791319131","https://openalex.org/W2981446616","https://openalex.org/W2990270730","https://openalex.org/W3010216907","https://openalex.org/W3102564565","https://openalex.org/W3114686421","https://openalex.org/W4214537185","https://openalex.org/W4324007135"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}