{"id":"https://openalex.org/W3037862268","doi":"https://doi.org/10.1007/978-3-030-49785-9_5","title":"NeuroGIFT: Using a Machine Learning Based Sat Solver for Cryptanalysis","display_name":"NeuroGIFT: Using a Machine Learning Based Sat Solver for Cryptanalysis","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3037862268","doi":"https://doi.org/10.1007/978-3-030-49785-9_5","mag":"3037862268"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-49785-9_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-49785-9_5","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/A5059481670","display_name":"L. Sun","orcid":"https://orcid.org/0000-0001-7959-892X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Sun","raw_affiliation_strings":["Key Laboratory of Cryptologic Technology and Information Security, Ministry of Education, Shandong University, Jinan, 250100, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Cryptologic Technology and Information Security, Ministry of Education, Shandong University, Jinan, 250100, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048652347","display_name":"David G\u00e9rault","orcid":"https://orcid.org/0000-0001-8583-0668"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"David Gerault","raw_affiliation_strings":["Temasek Laboratories, Nanyang Technological University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Temasek Laboratories, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071655967","display_name":"Adrien Benamira","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Adrien Benamira","raw_affiliation_strings":["Temasek Laboratories, Nanyang Technological University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Temasek Laboratories, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012053340","display_name":"Thomas Peyrin","orcid":"https://orcid.org/0000-0002-2690-9197"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Thomas Peyrin","raw_affiliation_strings":["Temasek Laboratories, Nanyang Technological University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Temasek Laboratories, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048652347"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8242,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75049681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"62","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10951","display_name":"Cryptographic Implementations and Security","score":0.9998000264167786,"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/T10951","display_name":"Cryptographic Implementations and Security","score":0.9998000264167786,"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/T11130","display_name":"Coding theory and cryptography","score":0.994700014591217,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9912999868392944,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8140674829483032},{"id":"https://openalex.org/keywords/block-cipher","display_name":"Block cipher","score":0.683739423751831},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.659356951713562},{"id":"https://openalex.org/keywords/cryptanalysis","display_name":"Cryptanalysis","score":0.59493488073349},{"id":"https://openalex.org/keywords/differential-cryptanalysis","display_name":"Differential cryptanalysis","score":0.5736252069473267},{"id":"https://openalex.org/keywords/impossible-differential-cryptanalysis","display_name":"Impossible differential cryptanalysis","score":0.5024266242980957},{"id":"https://openalex.org/keywords/boolean-satisfiability-problem","display_name":"Boolean satisfiability problem","score":0.4882817268371582},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.46061182022094727},{"id":"https://openalex.org/keywords/higher-order-differential-cryptanalysis","display_name":"Higher-order differential cryptanalysis","score":0.44902172684669495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4325235188007355},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4151715934276581},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3980972170829773},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3509986400604248},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.25461718440055847},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22116729617118835},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1257220208644867}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8140674829483032},{"id":"https://openalex.org/C106544461","wikidata":"https://www.wikidata.org/wiki/Q543151","display_name":"Block cipher","level":3,"score":0.683739423751831},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.659356951713562},{"id":"https://openalex.org/C181149355","wikidata":"https://www.wikidata.org/wiki/Q897511","display_name":"Cryptanalysis","level":3,"score":0.59493488073349},{"id":"https://openalex.org/C36123800","wikidata":"https://www.wikidata.org/wiki/Q1224471","display_name":"Differential cryptanalysis","level":4,"score":0.5736252069473267},{"id":"https://openalex.org/C120488936","wikidata":"https://www.wikidata.org/wiki/Q3005748","display_name":"Impossible differential cryptanalysis","level":5,"score":0.5024266242980957},{"id":"https://openalex.org/C6943359","wikidata":"https://www.wikidata.org/wiki/Q875276","display_name":"Boolean satisfiability problem","level":2,"score":0.4882817268371582},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.46061182022094727},{"id":"https://openalex.org/C151607707","wikidata":"https://www.wikidata.org/wiki/Q11673206","display_name":"Higher-order differential cryptanalysis","level":5,"score":0.44902172684669495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4325235188007355},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4151715934276581},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3980972170829773},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3509986400604248},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.25461718440055847},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22116729617118835},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1257220208644867},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-49785-9_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-49785-9_5","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1427832936","https://openalex.org/W1587191403","https://openalex.org/W1605798759","https://openalex.org/W1629301835","https://openalex.org/W1883151075","https://openalex.org/W1894646615","https://openalex.org/W2036265926","https://openalex.org/W2100609826","https://openalex.org/W2425922656","https://openalex.org/W2566505556","https://openalex.org/W2741840250","https://openalex.org/W2901745692","https://openalex.org/W2912450141","https://openalex.org/W2921992864","https://openalex.org/W2926187500","https://openalex.org/W4241072010","https://openalex.org/W4242172967","https://openalex.org/W6765940776"],"related_works":["https://openalex.org/W2557174342","https://openalex.org/W4230315357","https://openalex.org/W57168481","https://openalex.org/W2560473362","https://openalex.org/W1846045953","https://openalex.org/W2786560893","https://openalex.org/W1601440354","https://openalex.org/W2029757762","https://openalex.org/W1574936599","https://openalex.org/W4378376555"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}