{"id":"https://openalex.org/W4401628814","doi":"https://doi.org/10.1007/978-3-031-68391-6_2","title":"Is ML-Based Cryptanalysis Inherently Limited? Simulating Cryptographic Adversaries via Gradient-Based Methods","display_name":"Is ML-Based Cryptanalysis Inherently Limited? Simulating Cryptographic Adversaries via Gradient-Based Methods","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401628814","doi":"https://doi.org/10.1007/978-3-031-68391-6_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-68391-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-68391-6_2","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/A5007919368","display_name":"Avital Shafran","orcid":null},"institutions":[{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Avital Shafran","raw_affiliation_strings":["School of Computer Science and Engineering, Hebrew University of Jerusalem, Jerusalem, 91904, Israel"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Hebrew University of Jerusalem, Jerusalem, 91904, Israel","institution_ids":["https://openalex.org/I197251160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069983576","display_name":"Eran Malach","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eran Malach","raw_affiliation_strings":["Kempner Institute for the Study of Natural and Artificial Intelligence, Harvard University, MA, USA"],"affiliations":[{"raw_affiliation_string":"Kempner Institute for the Study of Natural and Artificial Intelligence, Harvard University, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003774887","display_name":"Thomas Ristenpart","orcid":"https://orcid.org/0000-0002-8642-9558"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Ristenpart","raw_affiliation_strings":["Department of Computer Science, Cornell Tech, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cornell Tech, New York, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110233330","display_name":"Gil Segev","orcid":null},"institutions":[{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Gil Segev","raw_affiliation_strings":["School of Computer Science and Engineering, Hebrew University of Jerusalem, Jerusalem, 91904, Israel"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Hebrew University of Jerusalem, Jerusalem, 91904, Israel","institution_ids":["https://openalex.org/I197251160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073675827","display_name":"Stefano Tessaro","orcid":"https://orcid.org/0000-0002-3751-8546"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefano Tessaro","raw_affiliation_strings":["Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007919368"],"corresponding_institution_ids":["https://openalex.org/I197251160"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.802,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72325238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","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"}},"topics":[{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","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/T10951","display_name":"Cryptographic Implementations and Security","score":0.9934999942779541,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9922999739646912,"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/computer-science","display_name":"Computer science","score":0.8452389240264893},{"id":"https://openalex.org/keywords/cryptanalysis","display_name":"Cryptanalysis","score":0.7367666363716125},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.6336936950683594},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4084898829460144},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39947688579559326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8452389240264893},{"id":"https://openalex.org/C181149355","wikidata":"https://www.wikidata.org/wiki/Q897511","display_name":"Cryptanalysis","level":3,"score":0.7367666363716125},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.6336936950683594},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4084898829460144},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39947688579559326}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-68391-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-68391-6_2","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W62005486","https://openalex.org/W80562455","https://openalex.org/W1548701190","https://openalex.org/W1602086557","https://openalex.org/W1902539741","https://openalex.org/W1972913305","https://openalex.org/W1994616650","https://openalex.org/W1995897489","https://openalex.org/W2008272678","https://openalex.org/W2012770528","https://openalex.org/W2061949491","https://openalex.org/W2079866219","https://openalex.org/W2119877753","https://openalex.org/W2127075094","https://openalex.org/W2157526632","https://openalex.org/W2194775991","https://openalex.org/W2745281314","https://openalex.org/W2757528734","https://openalex.org/W2889867408","https://openalex.org/W2969001071","https://openalex.org/W3138291626","https://openalex.org/W3159555774","https://openalex.org/W3208405702","https://openalex.org/W4226072722","https://openalex.org/W4226495901","https://openalex.org/W4236362309","https://openalex.org/W4238893454","https://openalex.org/W4317806007","https://openalex.org/W4388858457","https://openalex.org/W4389857129","https://openalex.org/W4391555758","https://openalex.org/W6600237248","https://openalex.org/W6765707466"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3089223619","https://openalex.org/W4288849478","https://openalex.org/W2940752727","https://openalex.org/W4399217595","https://openalex.org/W1561797008","https://openalex.org/W4307248189","https://openalex.org/W3093954335","https://openalex.org/W4205482204"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}