{"id":"https://openalex.org/W4403888267","doi":"https://doi.org/10.1007/978-3-031-73116-7_10","title":"Characterizing Model Robustness via\u00a0Natural Input Gradients","display_name":"Characterizing Model Robustness via\u00a0Natural Input Gradients","publication_year":2024,"publication_date":"2024-10-30","ids":{"openalex":"https://openalex.org/W4403888267","doi":"https://doi.org/10.1007/978-3-031-73116-7_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73116-7_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73116-7_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/A5010236653","display_name":"Adri\u00e1n Rodr\u00edguez-Mu\u00f1oz","orcid":"https://orcid.org/0000-0002-4130-7696"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Adri\u00e1n Rodr\u00edguez-Mu\u00f1oz","raw_affiliation_strings":["MIT CSAIL, Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031555539","display_name":"Tongzhou Wang","orcid":"https://orcid.org/0000-0002-9435-0006"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tongzhou Wang","raw_affiliation_strings":["MIT CSAIL, Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085020955","display_name":"Antonio Torralba","orcid":"https://orcid.org/0000-0003-4915-0256"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio Torralba","raw_affiliation_strings":["MIT CSAIL, Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010236653"],"corresponding_institution_ids":[],"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":0.41787295,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":1.0,"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":1.0,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8082935810089111},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7725608348846436},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.43009334802627563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3812674880027771},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09501877427101135}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8082935810089111},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7725608348846436},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.43009334802627563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3812674880027771},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09501877427101135},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73116-7_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73116-7_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":[{"id":"https://metadata.un.org/sdg/13","score":0.6000000238418579,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1991605728","https://openalex.org/W2108598243","https://openalex.org/W2112594540","https://openalex.org/W2118508489","https://openalex.org/W2194775991","https://openalex.org/W2768346313","https://openalex.org/W2774018344","https://openalex.org/W2774644650","https://openalex.org/W2899663614","https://openalex.org/W2919231070","https://openalex.org/W2949736877","https://openalex.org/W2962821226","https://openalex.org/W2962847335","https://openalex.org/W2963341057","https://openalex.org/W2964121744","https://openalex.org/W2965470910","https://openalex.org/W3034214559","https://openalex.org/W3035682985","https://openalex.org/W3093235747","https://openalex.org/W3138516171","https://openalex.org/W3140715649","https://openalex.org/W3175863095","https://openalex.org/W4288086177","https://openalex.org/W4297814571","https://openalex.org/W4322759824","https://openalex.org/W4377081716","https://openalex.org/W6600005967","https://openalex.org/W6600175564","https://openalex.org/W6600345897","https://openalex.org/W6601198272","https://openalex.org/W6601892135","https://openalex.org/W6603138640","https://openalex.org/W6609410732","https://openalex.org/W6757381326","https://openalex.org/W6821127250","https://openalex.org/W6838640302","https://openalex.org/W6931259419"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}