{"id":"https://openalex.org/W7157257579","doi":"https://doi.org/10.1007/s10115-026-02740-2","title":"A trust-aware federated autoencoder framework for adversarial robust learning with abstract interpretation","display_name":"A trust-aware federated autoencoder framework for adversarial robust learning with abstract interpretation","publication_year":2026,"publication_date":"2026-04-28","ids":{"openalex":"https://openalex.org/W7157257579","doi":"https://doi.org/10.1007/s10115-026-02740-2"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-026-02740-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-026-02740-2","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","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/A5036495581","display_name":"Anil Kumar Singh","orcid":"https://orcid.org/0000-0002-5994-6007"},"institutions":[{"id":"https://openalex.org/I186246823","display_name":"University of Lucknow","ror":"https://ror.org/03bdeag60","country_code":"IN","type":"education","lineage":["https://openalex.org/I186246823"]},{"id":"https://openalex.org/I91699865","display_name":"Indian Institute of Management Lucknow","ror":"https://ror.org/05gfjrx96","country_code":"IN","type":"education","lineage":["https://openalex.org/I91699865"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Anil Kumar Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, Institute of Engineering and Technology Lucknow, Lucknow, Uttar Pradesh, 226021, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Engineering and Technology Lucknow, Lucknow, Uttar Pradesh, 226021, India","institution_ids":["https://openalex.org/I186246823","https://openalex.org/I91699865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134818937","display_name":"Abhishek Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I186246823","display_name":"University of Lucknow","ror":"https://ror.org/03bdeag60","country_code":"IN","type":"education","lineage":["https://openalex.org/I186246823"]},{"id":"https://openalex.org/I91699865","display_name":"Indian Institute of Management Lucknow","ror":"https://ror.org/05gfjrx96","country_code":"IN","type":"education","lineage":["https://openalex.org/I91699865"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anil Kumar Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, Institute of Engineering and Technology Lucknow, Lucknow, Uttar Pradesh, 226021, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Engineering and Technology Lucknow, Lucknow, Uttar Pradesh, 226021, India","institution_ids":["https://openalex.org/I186246823","https://openalex.org/I91699865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134818937","display_name":"Abhishek Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I186246823","display_name":"University of Lucknow","ror":"https://ror.org/03bdeag60","country_code":"IN","type":"education","lineage":["https://openalex.org/I186246823"]},{"id":"https://openalex.org/I91699865","display_name":"Indian Institute of Management Lucknow","ror":"https://ror.org/05gfjrx96","country_code":"IN","type":"education","lineage":["https://openalex.org/I91699865"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Abhishek Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, Institute of Engineering and Technology Lucknow, Lucknow, Uttar Pradesh, 226021, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Engineering and Technology Lucknow, Lucknow, Uttar Pradesh, 226021, India","institution_ids":["https://openalex.org/I186246823","https://openalex.org/I91699865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134818937","display_name":"Abhishek Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I186246823","display_name":"University of Lucknow","ror":"https://ror.org/03bdeag60","country_code":"IN","type":"education","lineage":["https://openalex.org/I186246823"]},{"id":"https://openalex.org/I91699865","display_name":"Indian Institute of Management Lucknow","ror":"https://ror.org/05gfjrx96","country_code":"IN","type":"education","lineage":["https://openalex.org/I91699865"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhishek Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, Institute of Engineering and Technology Lucknow, Lucknow, Uttar Pradesh, 226021, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Engineering and Technology Lucknow, Lucknow, Uttar Pradesh, 226021, India","institution_ids":["https://openalex.org/I186246823","https://openalex.org/I91699865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134812052","display_name":"Manish Gaur","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127244","display_name":"Indian Institute of Information Technology Una","ror":"https://ror.org/02z8z1589","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210127244"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manish Gaur","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Information Technology (IIIT) Una, Una, 177209, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Information Technology (IIIT) Una, Una, 177209, India","institution_ids":["https://openalex.org/I4210127244"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5134765867","display_name":"Manik Chandra","orcid":null},"institutions":[{"id":"https://openalex.org/I186246823","display_name":"University of Lucknow","ror":"https://ror.org/03bdeag60","country_code":"IN","type":"education","lineage":["https://openalex.org/I186246823"]},{"id":"https://openalex.org/I91699865","display_name":"Indian Institute of Management Lucknow","ror":"https://ror.org/05gfjrx96","country_code":"IN","type":"education","lineage":["https://openalex.org/I91699865"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manik Chandra","raw_affiliation_strings":["Department of Computer Science and Engineering, Institute of Engineering and Technology Lucknow, Lucknow, Uttar Pradesh, 226021, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Engineering and Technology Lucknow, Lucknow, Uttar Pradesh, 226021, India","institution_ids":["https://openalex.org/I186246823","https://openalex.org/I91699865"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036495581","https://openalex.org/A5134818937"],"corresponding_institution_ids":["https://openalex.org/I186246823","https://openalex.org/I91699865"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42565782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"68","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9684000015258789,"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":0.9684000015258789,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.006800000090152025,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.004000000189989805,"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/autoencoder","display_name":"Autoencoder","score":0.8090000152587891},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.761900007724762},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.7524999976158142},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.34389999508857727},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.3407999873161316},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.33489999175071716}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8090000152587891},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.761900007724762},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.7524999976158142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7260000109672546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6628000140190125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4226999878883362},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.34389999508857727},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.3407999873161316},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.33489999175071716},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.32409998774528503},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2849999964237213},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2757999897003174},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2743000090122223},{"id":"https://openalex.org/C67226441","wikidata":"https://www.wikidata.org/wiki/Q1665389","display_name":"Robust statistics","level":3,"score":0.2605000138282776},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.2574000060558319}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-026-02740-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-026-02740-2","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","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":27,"referenced_works":["https://openalex.org/W2146775314","https://openalex.org/W2794609696","https://openalex.org/W2997604048","https://openalex.org/W3018925616","https://openalex.org/W3083878034","https://openalex.org/W3138597937","https://openalex.org/W3177799171","https://openalex.org/W4206130810","https://openalex.org/W4313251387","https://openalex.org/W4318823998","https://openalex.org/W4319158576","https://openalex.org/W4361861335","https://openalex.org/W4364367511","https://openalex.org/W4376622634","https://openalex.org/W4377014103","https://openalex.org/W4384202063","https://openalex.org/W4386280834","https://openalex.org/W4388858938","https://openalex.org/W4395683713","https://openalex.org/W4396214365","https://openalex.org/W4399872358","https://openalex.org/W4400876845","https://openalex.org/W4406601487","https://openalex.org/W4409258373","https://openalex.org/W4412038333","https://openalex.org/W4413679739","https://openalex.org/W4414360677"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2026-04-29T00:00:00"}