{"id":"https://openalex.org/W4410582814","doi":"https://doi.org/10.1109/ddecs63720.2025.11006812","title":"Analysis and Mitigation of Soft-errors in GPU-accelerated Hyperspectral Image Classifiers","display_name":"Analysis and Mitigation of Soft-errors in GPU-accelerated Hyperspectral Image Classifiers","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4410582814","doi":"https://doi.org/10.1109/ddecs63720.2025.11006812"},"language":"en","primary_location":{"id":"doi:10.1109/ddecs63720.2025.11006812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ddecs63720.2025.11006812","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5117630132","display_name":"Sergiu-Mohamed Abed","orcid":null},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergiu-Mohamed Abed","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering (DAUIN)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering (DAUIN)","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046650816","display_name":"Juan-David Guerrero-Balaguera","orcid":"https://orcid.org/0000-0001-6852-2372"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Juan-David Guerrero-Balaguera","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering (DAUIN)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering (DAUIN)","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107558399","display_name":"Josie E. Rodriguez Condia","orcid":"https://orcid.org/0000-0001-5957-5624"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Josie E. Rodriguez Condia","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering (DAUIN)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering (DAUIN)","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003649197","display_name":"Gianluca De Lucia","orcid":"https://orcid.org/0000-0001-7912-2083"},"institutions":[{"id":"https://openalex.org/I157210198","display_name":"Scuola Normale Superiore","ror":"https://ror.org/03aydme10","country_code":"IT","type":"education","lineage":["https://openalex.org/I157210198"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca De Lucia","raw_affiliation_strings":["Scuola Superiore Universitaria,CASD,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scuola Superiore Universitaria,CASD,Rome,Italy","institution_ids":["https://openalex.org/I157210198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039119880","display_name":"Marco Lapegna","orcid":"https://orcid.org/0000-0001-9953-1319"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Lapegna","raw_affiliation_strings":["University of Naples Federico II,Department of Mathematics and Applications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Mathematics and Applications","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058555274","display_name":"M. Sonza Reorda","orcid":"https://orcid.org/0000-0003-2899-7669"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Sonza Reorda","raw_affiliation_strings":["Politecnico di Torino,Department of Control and Computer Engineering (DAUIN)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Department of Control and Computer Engineering (DAUIN)","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.185723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9523000121116638,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9523000121116638,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8843824863433838},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7027982473373413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6165776252746582},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45869889855384827},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43871238827705383}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8843824863433838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7027982473373413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6165776252746582},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45869889855384827},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43871238827705383}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ddecs63720.2025.11006812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ddecs63720.2025.11006812","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2161936690","https://openalex.org/W2572303978","https://openalex.org/W2901848761","https://openalex.org/W3187552919","https://openalex.org/W4296558555","https://openalex.org/W4312356560","https://openalex.org/W4376127632","https://openalex.org/W4387064050","https://openalex.org/W4390576801","https://openalex.org/W4397124197","https://openalex.org/W4401247234","https://openalex.org/W4404914463"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"This":[0],"work":[1],"assesses":[2],"the":[3,23,34,40,55,58,67,75],"reliability":[4],"of":[5,51,60],"a":[6,18,61],"hyperspectral":[7],"image":[8],"classifier":[9],"for":[10],"edge":[11],"devices":[12],"under":[13,79],"transient":[14],"faults":[15,46],"by":[16],"using":[17],"fine-grain":[19],"strategy":[20],"based":[21],"on":[22,66],"Hardware":[24],"Injection":[25],"Through":[26],"Program":[27],"Transformation":[28],"(HITPT)":[29],"technique.":[30],"The":[31],"results":[32,56],"identified":[33],"most":[35,76],"vulnerable":[36],"software":[37,63],"parts":[38],"and":[39],"corruption":[41],"effects":[42,78],"due":[43],"to":[44,49,72],"hardware":[45],"(from":[47],"5.1%":[48],"100.0%":[50],"accuracy":[52],"drop).":[53],"Then,":[54],"supported":[57],"adoption":[59],"selective-hardening":[62],"mechanism":[64],"(based":[65],"Duplication":[68],"with":[69],"Comparison":[70],"strategy)":[71],"effectively":[73],"mitigate":[74],"critical":[77],"limited":[80],"costs.":[81]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
