{"id":"https://openalex.org/W4402003808","doi":"https://doi.org/10.1007/978-3-031-70893-0_10","title":"Quantifying the\u00a0Trade-Offs Between Dimensions of\u00a0Trustworthy AI - An Empirical Study on\u00a0Fairness, Explainability, Privacy, and\u00a0Robustness","display_name":"Quantifying the\u00a0Trade-Offs Between Dimensions of\u00a0Trustworthy AI - An Empirical Study on\u00a0Fairness, Explainability, Privacy, and\u00a0Robustness","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402003808","doi":"https://doi.org/10.1007/978-3-031-70893-0_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-70893-0_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70893-0_10","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/A5020726698","display_name":"Nils Kemmerzell","orcid":"https://orcid.org/0009-0003-3803-058X"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nils Kemmerzell","raw_affiliation_strings":["Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109785782","display_name":"A. F. Schreiner","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Annika Schreiner","raw_affiliation_strings":["Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020726698"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35195402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"128","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9969000220298767,"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":0.9958999752998352,"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/trustworthiness","display_name":"Trustworthiness","score":0.8817844986915588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8680945038795471},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.8041747808456421},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.5025012493133545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39961692690849304},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3979960083961487},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06961914896965027}],"concepts":[{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.8817844986915588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8680945038795471},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8041747808456421},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5025012493133545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39961692690849304},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3979960083961487},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06961914896965027},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-70893-0_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70893-0_10","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":62,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W1834627138","https://openalex.org/W2109426455","https://openalex.org/W2473418344","https://openalex.org/W2535690855","https://openalex.org/W2592232824","https://openalex.org/W2599025709","https://openalex.org/W2768346313","https://openalex.org/W2795435272","https://openalex.org/W2799040448","https://openalex.org/W2809878087","https://openalex.org/W2891503716","https://openalex.org/W2944176689","https://openalex.org/W2945151003","https://openalex.org/W2950103651","https://openalex.org/W2954996726","https://openalex.org/W2962843949","https://openalex.org/W2963067184","https://openalex.org/W2963857521","https://openalex.org/W2963952467","https://openalex.org/W2964303497","https://openalex.org/W2981731882","https://openalex.org/W2992088378","https://openalex.org/W2998508940","https://openalex.org/W3013149459","https://openalex.org/W3034700241","https://openalex.org/W3035379805","https://openalex.org/W3037594484","https://openalex.org/W3046819526","https://openalex.org/W3090117266","https://openalex.org/W3093377743","https://openalex.org/W3100213383","https://openalex.org/W3119904598","https://openalex.org/W3120485916","https://openalex.org/W3126152116","https://openalex.org/W3135347465","https://openalex.org/W3138815606","https://openalex.org/W3158363482","https://openalex.org/W3181414820","https://openalex.org/W3182221256","https://openalex.org/W3192394615","https://openalex.org/W3202183072","https://openalex.org/W3211490561","https://openalex.org/W4205561327","https://openalex.org/W4221150131","https://openalex.org/W4221154190","https://openalex.org/W4229442586","https://openalex.org/W4280578116","https://openalex.org/W4285264048","https://openalex.org/W4293580221","https://openalex.org/W4293846201","https://openalex.org/W4312449667","https://openalex.org/W4312940830","https://openalex.org/W4382450632","https://openalex.org/W4385815487","https://openalex.org/W4386094675","https://openalex.org/W4387968741","https://openalex.org/W4389746831","https://openalex.org/W4392741075","https://openalex.org/W6604435517","https://openalex.org/W6607948422","https://openalex.org/W6740005241"],"related_works":["https://openalex.org/W2076536433","https://openalex.org/W90316445","https://openalex.org/W4327743613","https://openalex.org/W2965447900","https://openalex.org/W3199750033","https://openalex.org/W2374509987","https://openalex.org/W3163373470","https://openalex.org/W3005856188","https://openalex.org/W1898221464","https://openalex.org/W4289783037"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}