{"id":"https://openalex.org/W4403905746","doi":"https://doi.org/10.1007/978-3-031-73033-7_15","title":"UNIT: Backdoor Mitigation via\u00a0Automated Neural Distribution Tightening","display_name":"UNIT: Backdoor Mitigation via\u00a0Automated Neural Distribution Tightening","publication_year":2024,"publication_date":"2024-10-31","ids":{"openalex":"https://openalex.org/W4403905746","doi":"https://doi.org/10.1007/978-3-031-73033-7_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73033-7_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73033-7_15","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/A5101863818","display_name":"Siyuan Cheng","orcid":"https://orcid.org/0009-0008-2230-6875"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Siyuan Cheng","raw_affiliation_strings":["Purdue University, West Lafayette, IN, 47906, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061171837","display_name":"Guangyu Shen","orcid":"https://orcid.org/0000-0003-1121-3098"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guangyu Shen","raw_affiliation_strings":["Purdue University, West Lafayette, IN, 47906, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649572","display_name":"Kaiyuan Zhang","orcid":"https://orcid.org/0000-0001-7197-867X"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaiyuan Zhang","raw_affiliation_strings":["Purdue University, West Lafayette, IN, 47906, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014842586","display_name":"Guanhong Tao","orcid":"https://orcid.org/0000-0002-4701-1327"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guanhong Tao","raw_affiliation_strings":["Purdue University, West Lafayette, IN, 47906, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030118506","display_name":"Shengwei An","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shengwei An","raw_affiliation_strings":["Purdue University, West Lafayette, IN, 47906, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009370494","display_name":"Hanxi Guo","orcid":"https://orcid.org/0000-0002-7566-1589"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanxi Guo","raw_affiliation_strings":["Purdue University, West Lafayette, IN, 47906, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101594068","display_name":"Shiqing Ma","orcid":"https://orcid.org/0000-0003-1551-8948"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shiqing Ma","raw_affiliation_strings":["University of Massachusetts at Amherst, Amherst, MA, 01003, USA"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts at Amherst, Amherst, MA, 01003, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100362466","display_name":"Xiangyu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiangyu Zhang","raw_affiliation_strings":["Purdue University, West Lafayette, IN, 47906, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, 47906, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101863818"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.604,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85700044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"262","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998000264167786,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991000294685364,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9420300722122192},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7741928100585938},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5693312883377075},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.5195384621620178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4591287076473236},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.42557352781295776},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1713128685951233},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08685222268104553}],"concepts":[{"id":"https://openalex.org/C2781045450","wikidata":"https://www.wikidata.org/wiki/Q254569","display_name":"Backdoor","level":2,"score":0.9420300722122192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7741928100585938},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5693312883377075},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.5195384621620178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4591287076473236},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.42557352781295776},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1713128685951233},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08685222268104553},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73033-7_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73033-7_15","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":[{"id":"https://metadata.un.org/sdg/13","score":0.7400000095367432,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1622676895","https://openalex.org/W1667249920","https://openalex.org/W2027461913","https://openalex.org/W2067713319","https://openalex.org/W2194775991","https://openalex.org/W2560647685","https://openalex.org/W2753783305","https://openalex.org/W2807363941","https://openalex.org/W2934843808","https://openalex.org/W2962835968","https://openalex.org/W2963446712","https://openalex.org/W2964137095","https://openalex.org/W2970335439","https://openalex.org/W2971661634","https://openalex.org/W2986013765","https://openalex.org/W2990270730","https://openalex.org/W2996800219","https://openalex.org/W3107337211","https://openalex.org/W3109235236","https://openalex.org/W3112001526","https://openalex.org/W3114838227","https://openalex.org/W3118608800","https://openalex.org/W3127920203","https://openalex.org/W3152758407","https://openalex.org/W3176270593","https://openalex.org/W3189812816","https://openalex.org/W4214564822","https://openalex.org/W4214680449","https://openalex.org/W4221144240","https://openalex.org/W4283311307","https://openalex.org/W4283791586","https://openalex.org/W4288057770","https://openalex.org/W4313192591","https://openalex.org/W4324007922","https://openalex.org/W4386066154","https://openalex.org/W4386072179","https://openalex.org/W4386072220","https://openalex.org/W4388867373","https://openalex.org/W4389546075","https://openalex.org/W4390871934","https://openalex.org/W4393156382","https://openalex.org/W4393158822","https://openalex.org/W4402264202","https://openalex.org/W4402288705","https://openalex.org/W4402727117","https://openalex.org/W6600018615","https://openalex.org/W6600175266","https://openalex.org/W6601145990","https://openalex.org/W6602552148","https://openalex.org/W6604054835","https://openalex.org/W6636364444","https://openalex.org/W6696325823","https://openalex.org/W6732629455","https://openalex.org/W6833208449"],"related_works":["https://openalex.org/W4320031223","https://openalex.org/W4200629851","https://openalex.org/W4281902577","https://openalex.org/W4309417370","https://openalex.org/W4292107232","https://openalex.org/W3009072493","https://openalex.org/W4386080799","https://openalex.org/W3140988292","https://openalex.org/W4317672133","https://openalex.org/W4386185023"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
