{"id":"https://openalex.org/W3010186808","doi":"https://doi.org/10.1007/978-3-030-72610-2_27","title":"Gradient-Based Adversarial Attacks on\u00a0Categorical Sequence Models via Traversing an Embedded World","display_name":"Gradient-Based Adversarial Attacks on\u00a0Categorical Sequence Models via Traversing an Embedded World","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3010186808","doi":"https://doi.org/10.1007/978-3-030-72610-2_27","mag":"3010186808"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-72610-2_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-72610-2_27","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2003.04173","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047409045","display_name":"Ivan Fursov","orcid":"https://orcid.org/0000-0002-4599-0701"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Ivan Fursov","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Moscow, Russia","Skoltech#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skoltech#TAB#","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011905327","display_name":"Alexey Zaytsev","orcid":"https://orcid.org/0000-0002-1653-0204"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexey Zaytsev","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Moscow, Russia","Skoltech#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skoltech#TAB#","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075777588","display_name":"Nikita Kluchnikov","orcid":null},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nikita Kluchnikov","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Moscow, Russia","Skoltech#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skoltech#TAB#","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065777566","display_name":"Andrey Kravchenko","orcid":"https://orcid.org/0000-0002-9066-7743"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey Kravchenko","raw_affiliation_strings":["DeepReason.ai, Oxford, UK","Skoltech#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DeepReason.ai, Oxford, UK","institution_ids":[]},{"raw_affiliation_string":"Skoltech#TAB#","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088950452","display_name":"Evgeny Burnaev","orcid":"https://orcid.org/0000-0001-8424-0690"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Evgeny Burnaev","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Moscow, Russia","Skolkovo Institute of Science and Technology  Moscow Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Skolkovo Institute of Science and Technology  Moscow Russia","institution_ids":["https://openalex.org/I125989756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7181,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66511055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"356","last_page":"368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"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":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9747999906539917,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.947700023651123,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/adversarial-system","display_name":"Adversarial system","score":0.8573837280273438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7291251420974731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6188733577728271},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.5683018565177917},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.5113734602928162},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4918253421783447},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.467172235250473},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4534091055393219},{"id":"https://openalex.org/keywords/traverse","display_name":"Traverse","score":0.43541476130485535},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3296085298061371},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17069381475448608}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8573837280273438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7291251420974731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6188733577728271},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.5683018565177917},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.5113734602928162},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4918253421783447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.467172235250473},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4534091055393219},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.43541476130485535},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3296085298061371},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17069381475448608},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-72610-2_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-72610-2_27","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"},{"id":"pmh:oai:arXiv.org:2003.04173","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.04173","pdf_url":"https://arxiv.org/pdf/2003.04173","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3010186808","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2003.04173","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2003.04173","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2003.04173","pdf_url":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2003.04173","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.04173","pdf_url":"https://arxiv.org/pdf/2003.04173","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1828163288","https://openalex.org/W2101105183","https://openalex.org/W2116261113","https://openalex.org/W2609368435","https://openalex.org/W2613526370","https://openalex.org/W2735135478","https://openalex.org/W2792942633","https://openalex.org/W2799194071","https://openalex.org/W2803831897","https://openalex.org/W2908442265","https://openalex.org/W2915238810","https://openalex.org/W2940009958","https://openalex.org/W2944815030","https://openalex.org/W2962700793","https://openalex.org/W2962818281","https://openalex.org/W2962974924","https://openalex.org/W2962982907","https://openalex.org/W2963012544","https://openalex.org/W2963083752","https://openalex.org/W2963178695","https://openalex.org/W2963207607","https://openalex.org/W2963223306","https://openalex.org/W2963224792","https://openalex.org/W2963389226","https://openalex.org/W2963809642","https://openalex.org/W2963834268","https://openalex.org/W2964153729","https://openalex.org/W2964165364","https://openalex.org/W2964308564","https://openalex.org/W2979889262","https://openalex.org/W2996851481","https://openalex.org/W2998604177","https://openalex.org/W3012613466","https://openalex.org/W3036303027","https://openalex.org/W4249179470","https://openalex.org/W6632668414","https://openalex.org/W6637162671"],"related_works":["https://openalex.org/W3157607981","https://openalex.org/W3090259656","https://openalex.org/W3211740159","https://openalex.org/W3136997584","https://openalex.org/W2489708883","https://openalex.org/W3110459138","https://openalex.org/W3046102592","https://openalex.org/W3015281552","https://openalex.org/W2983140679","https://openalex.org/W3213807399","https://openalex.org/W3091238690","https://openalex.org/W2799694080","https://openalex.org/W3112906095","https://openalex.org/W3046208783","https://openalex.org/W3177170788","https://openalex.org/W2051267297","https://openalex.org/W2895102134","https://openalex.org/W3081595899","https://openalex.org/W3205533264","https://openalex.org/W2949492662"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}