{"id":"https://openalex.org/W4410540948","doi":"https://doi.org/10.1007/978-3-031-91672-4_1","title":"DeepClean: Machine Unlearning on\u00a0the\u00a0Cheap by\u00a0Resetting Privacy Sensitive Weights Using the\u00a0Fisher Diagonal","display_name":"DeepClean: Machine Unlearning on\u00a0the\u00a0Cheap by\u00a0Resetting Privacy Sensitive Weights Using the\u00a0Fisher Diagonal","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410540948","doi":"https://doi.org/10.1007/978-3-031-91672-4_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-91672-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-91672-4_1","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":["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/A5000725476","display_name":"J. L. Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I1305429384","display_name":"JPMorgan Chase & Co (United States)","ror":"https://ror.org/01x3kkr08","country_code":"US","type":"company","lineage":["https://openalex.org/I1305429384"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jialei Shi","raw_affiliation_strings":["JP Morgan Chase, 60 Victoria Embankment, London, EC4Y 0JP, UK"],"affiliations":[{"raw_affiliation_string":"JP Morgan Chase, 60 Victoria Embankment, London, EC4Y 0JP, UK","institution_ids":["https://openalex.org/I1305429384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032264000","display_name":"Kostis Gourgoulias","orcid":"https://orcid.org/0000-0002-9270-1036"},"institutions":[{"id":"https://openalex.org/I1305429384","display_name":"JPMorgan Chase & Co (United States)","ror":"https://ror.org/01x3kkr08","country_code":"US","type":"company","lineage":["https://openalex.org/I1305429384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kostis Gourgoulias","raw_affiliation_strings":["JP Morgan Chase, 575 Washington Blvd, Jersey City, NJ, 07310, USA"],"affiliations":[{"raw_affiliation_string":"JP Morgan Chase, 575 Washington Blvd, Jersey City, NJ, 07310, USA","institution_ids":["https://openalex.org/I1305429384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034733333","display_name":"John A. Buford","orcid":"https://orcid.org/0000-0001-6464-2617"},"institutions":[{"id":"https://openalex.org/I1305429384","display_name":"JPMorgan Chase & Co (United States)","ror":"https://ror.org/01x3kkr08","country_code":"US","type":"company","lineage":["https://openalex.org/I1305429384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John F Buford","raw_affiliation_strings":["JP Morgan Chase, 575 Washington Blvd, Jersey City, NJ, 07310, USA"],"affiliations":[{"raw_affiliation_string":"JP Morgan Chase, 575 Washington Blvd, Jersey City, NJ, 07310, USA","institution_ids":["https://openalex.org/I1305429384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035887312","display_name":"Se\u00e1n Moran","orcid":null},"institutions":[{"id":"https://openalex.org/I1305429384","display_name":"JPMorgan Chase & Co (United States)","ror":"https://ror.org/01x3kkr08","country_code":"US","type":"company","lineage":["https://openalex.org/I1305429384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sean J Moran","raw_affiliation_strings":["JP Morgan Chase, 575 Washington Blvd, Jersey City, NJ, 07310, USA"],"affiliations":[{"raw_affiliation_string":"JP Morgan Chase, 575 Washington Blvd, Jersey City, NJ, 07310, USA","institution_ids":["https://openalex.org/I1305429384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113938318","display_name":"Najah F. Ghalyan","orcid":null},"institutions":[{"id":"https://openalex.org/I1305429384","display_name":"JPMorgan Chase & Co (United States)","ror":"https://ror.org/01x3kkr08","country_code":"US","type":"company","lineage":["https://openalex.org/I1305429384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Najah Ghalyan","raw_affiliation_strings":["JP Morgan Chase, 575 Washington Blvd, Jersey City, NJ, 07310, USA"],"affiliations":[{"raw_affiliation_string":"JP Morgan Chase, 575 Washington Blvd, Jersey City, NJ, 07310, USA","institution_ids":["https://openalex.org/I1305429384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000725476"],"corresponding_institution_ids":["https://openalex.org/I1305429384"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":10.0088,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97636107,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9986000061035156,"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":0.9986000061035156,"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/diagonal","display_name":"Diagonal","score":0.858515739440918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8122388124465942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36036616563796997},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33018916845321655},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07863935828208923}],"concepts":[{"id":"https://openalex.org/C130367717","wikidata":"https://www.wikidata.org/wiki/Q189791","display_name":"Diagonal","level":2,"score":0.858515739440918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8122388124465942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36036616563796997},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33018916845321655},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07863935828208923},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-91672-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-91672-4_1","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1488996941","https://openalex.org/W2007339694","https://openalex.org/W2040228409","https://openalex.org/W2194775991","https://openalex.org/W2198253679","https://openalex.org/W2560647685","https://openalex.org/W3012140936","https://openalex.org/W3035644192","https://openalex.org/W3175430527","https://openalex.org/W4205228770","https://openalex.org/W4221158899","https://openalex.org/W4312595359","https://openalex.org/W4362714589","https://openalex.org/W4382239683","https://openalex.org/W4385849165","https://openalex.org/W4386065838","https://openalex.org/W4404293797","https://openalex.org/W6600424091","https://openalex.org/W6606802324","https://openalex.org/W6851130207"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2135584473","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}