{"id":"https://openalex.org/W4400438986","doi":"https://doi.org/10.1007/978-3-031-63803-9_13","title":"Can I Trust My Anomaly Detection System? A\u00a0Case Study Based on\u00a0Explainable AI","display_name":"Can I Trust My Anomaly Detection System? A\u00a0Case Study Based on\u00a0Explainable AI","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400438986","doi":"https://doi.org/10.1007/978-3-031-63803-9_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-63803-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-63803-9_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2407.19951","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043567947","display_name":"Muhammad Rashid","orcid":"https://orcid.org/0000-0002-2557-6845"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Muhammad Rashid","raw_affiliation_strings":["Computer Science Department, University of Torino, C.so Svizzera 185, 10149, Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2557-6845","affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Torino, C.so Svizzera 185, 10149, Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077535441","display_name":"Elvio Gilberto Amparore","orcid":"https://orcid.org/0000-0003-1147-8985"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elvio Amparore","raw_affiliation_strings":["Computer Science Department, University of Torino, C.so Svizzera 185, 10149, Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1147-8985","affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Torino, C.so Svizzera 185, 10149, Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103207557","display_name":"Enrico Ferrari","orcid":"https://orcid.org/0000-0002-0666-6597"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Ferrari","raw_affiliation_strings":["Rulex Innovation Labs, Via Felice Romani 9, 16122, Genova, Italy","University of Torino, Computer Science Department, C.so Svizzera 185, 10149 Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0666-6597","affiliations":[{"raw_affiliation_string":"Rulex Innovation Labs, Via Felice Romani 9, 16122, Genova, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"University of Torino, Computer Science Department, C.so Svizzera 185, 10149 Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052743994","display_name":"Damiano Verda","orcid":"https://orcid.org/0000-0001-9912-3454"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Damiano Verda","raw_affiliation_strings":["Rulex Innovation Labs, Via Felice Romani 9, 16122, Genova, Italy","Rulex Innovation Labs, Via Felice Romani 9, 16122 Genova, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9912-3454","affiliations":[{"raw_affiliation_string":"Rulex Innovation Labs, Via Felice Romani 9, 16122, Genova, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"Rulex Innovation Labs, Via Felice Romani 9, 16122 Genova, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043567947"],"corresponding_institution_ids":["https://openalex.org/I55143463"],"apc_list":null,"apc_paid":null,"fwci":0.749,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69113186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"243","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"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":0.9965000152587891,"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":0.983299970626831,"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/anomaly-detection","display_name":"Anomaly detection","score":0.6048840284347534},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5474035739898682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49872255325317383},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33651331067085266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31772905588150024},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09020507335662842}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6048840284347534},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5474035739898682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49872255325317383},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33651331067085266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31772905588150024},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09020507335662842},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-63803-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-63803-9_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2407.19951","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.19951","pdf_url":"https://arxiv.org/pdf/2407.19951","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2407.19951","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.19951","pdf_url":"https://arxiv.org/pdf/2407.19951","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4400438986.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1508404128","https://openalex.org/W2282821441","https://openalex.org/W2743138268","https://openalex.org/W2752796333","https://openalex.org/W2962858109","https://openalex.org/W3022506809","https://openalex.org/W3040266635","https://openalex.org/W3109715690","https://openalex.org/W3118600296","https://openalex.org/W3135550350","https://openalex.org/W3138613066","https://openalex.org/W3202369023","https://openalex.org/W4285606919","https://openalex.org/W4319602626","https://openalex.org/W4390875033","https://openalex.org/W4393159632"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
