{"id":"https://openalex.org/W4315486046","doi":"https://doi.org/10.1007/978-3-031-22677-9_26","title":"A Label Flipping Attack on Machine Learning Model and Its Defense Mechanism","display_name":"A Label Flipping Attack on Machine Learning Model and Its Defense Mechanism","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4315486046","doi":"https://doi.org/10.1007/978-3-031-22677-9_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-22677-9_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22677-9_26","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/A5036007452","display_name":"Qingru Li","orcid":"https://orcid.org/0000-0003-2532-045X"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingru Li","raw_affiliation_strings":["College of Computer and Cyberspace Security, Hebei Normal University, Shijiazhuang, 050024, China","Key Laboratory of Network and Information Security of Hebei Province, Hebei Normal University, Shijiazhuang, 050024, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Cyberspace Security, Hebei Normal University, Shijiazhuang, 050024, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Key Laboratory of Network and Information Security of Hebei Province, Hebei Normal University, Shijiazhuang, 050024, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090746329","display_name":"Xinru Wang","orcid":"https://orcid.org/0009-0001-4446-4961"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinru Wang","raw_affiliation_strings":["College of Computer and Cyberspace Security, Hebei Normal University, Shijiazhuang, 050024, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Cyberspace Security, Hebei Normal University, Shijiazhuang, 050024, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073481973","display_name":"Fangwei Wang","orcid":"https://orcid.org/0000-0003-3888-8167"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fangwei Wang","raw_affiliation_strings":["College of Computer and Cyberspace Security, Hebei Normal University, Shijiazhuang, 050024, China","Key Laboratory of Network and Information Security of Hebei Province, Hebei Normal University, Shijiazhuang, 050024, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Cyberspace Security, Hebei Normal University, Shijiazhuang, 050024, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Key Laboratory of Network and Information Security of Hebei Province, Hebei Normal University, Shijiazhuang, 050024, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035994337","display_name":"Changguang Wang","orcid":"https://orcid.org/0000-0002-2054-9215"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changguang Wang","raw_affiliation_strings":["College of Computer and Cyberspace Security, Hebei Normal University, Shijiazhuang, 050024, China","Key Laboratory of Network and Information Security of Hebei Province, Hebei Normal University, Shijiazhuang, 050024, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Cyberspace Security, Hebei Normal University, Shijiazhuang, 050024, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Key Laboratory of Network and Information Security of Hebei Province, Hebei Normal University, Shijiazhuang, 050024, China","institution_ids":["https://openalex.org/I94611258"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073481973"],"corresponding_institution_ids":["https://openalex.org/I94611258"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.6395,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.98141637,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"490","last_page":"506"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9979000091552734,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8307867050170898},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6327924132347107},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5938758850097656},{"id":"https://openalex.org/keywords/attack-model","display_name":"Attack model","score":0.5605207085609436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5485771298408508},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4890154302120209},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.43029066920280457},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42319077253341675},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3418315649032593},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2856449484825134}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8307867050170898},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6327924132347107},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5938758850097656},{"id":"https://openalex.org/C65856478","wikidata":"https://www.wikidata.org/wiki/Q3991682","display_name":"Attack model","level":2,"score":0.5605207085609436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5485771298408508},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4890154302120209},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.43029066920280457},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42319077253341675},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3418315649032593},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2856449484825134},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-22677-9_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22677-9_26","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1987971958","https://openalex.org/W2122672392","https://openalex.org/W2125011234","https://openalex.org/W2892908011","https://openalex.org/W2947737663","https://openalex.org/W2963618920","https://openalex.org/W2977496933","https://openalex.org/W2998625988","https://openalex.org/W3011235318","https://openalex.org/W3040644383","https://openalex.org/W3093177164","https://openalex.org/W3120847116","https://openalex.org/W3137732947","https://openalex.org/W3169253336","https://openalex.org/W3196641639","https://openalex.org/W3207326761","https://openalex.org/W4225514445","https://openalex.org/W4226188764","https://openalex.org/W4308067894"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2770593030","https://openalex.org/W3154990682","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2560201613","https://openalex.org/W2090259340","https://openalex.org/W2171975302","https://openalex.org/W2022352247"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
