{"id":"https://openalex.org/W4382652648","doi":"https://doi.org/10.1587/transinf.2022edl8094","title":"Improving the Accuracy of Differential-Neural Distinguisher for DES, Chaskey, and PRESENT","display_name":"Improving the Accuracy of Differential-Neural Distinguisher for DES, Chaskey, and PRESENT","publication_year":2023,"publication_date":"2023-06-30","ids":{"openalex":"https://openalex.org/W4382652648","doi":"https://doi.org/10.1587/transinf.2022edl8094"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2022edl8094","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2022edl8094","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E106.D/7/E106.D_2022EDL8094/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E106.D/7/E106.D_2022EDL8094/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100350337","display_name":"Liu Zhang","orcid":"https://orcid.org/0000-0001-6106-3767"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu ZHANG","raw_affiliation_strings":["School of Cyber Engineering, Xidian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering, Xidian University","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384099","display_name":"Zilong Wang","orcid":"https://orcid.org/0000-0002-1525-3356"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zilong WANG","raw_affiliation_strings":["School of Cyber Engineering, Xidian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering, Xidian University","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112949457","display_name":"Yindong CHEN","orcid":null},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yindong CHEN","raw_affiliation_strings":["College of Engineering, Shantou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Shantou University","institution_ids":["https://openalex.org/I32574673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6345,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72530069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"E106.D","issue":"7","first_page":"1240","last_page":"1243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10951","display_name":"Cryptographic Implementations and Security","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9962999820709229,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9803000092506409,"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/computer-science","display_name":"Computer science","score":0.8417617678642273},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.603843092918396},{"id":"https://openalex.org/keywords/zh\u00e0ng","display_name":"Zh\u00e0ng","score":0.5793039798736572},{"id":"https://openalex.org/keywords/ciphertext","display_name":"Ciphertext","score":0.5221529006958008},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5024807453155518},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49985384941101074},{"id":"https://openalex.org/keywords/cryptanalysis","display_name":"Cryptanalysis","score":0.4549536108970642},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44359737634658813},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.3787756860256195},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.3179560899734497},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06538617610931396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8417617678642273},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.603843092918396},{"id":"https://openalex.org/C2777045944","wikidata":"https://www.wikidata.org/wiki/Q12170198","display_name":"Zh\u00e0ng","level":3,"score":0.5793039798736572},{"id":"https://openalex.org/C93974786","wikidata":"https://www.wikidata.org/wiki/Q1589480","display_name":"Ciphertext","level":3,"score":0.5221529006958008},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5024807453155518},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49985384941101074},{"id":"https://openalex.org/C181149355","wikidata":"https://www.wikidata.org/wiki/Q897511","display_name":"Cryptanalysis","level":3,"score":0.4549536108970642},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44359737634658813},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.3787756860256195},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.3179560899734497},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06538617610931396},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2022edl8094","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2022edl8094","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E106.D/7/E106.D_2022EDL8094/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2022edl8094","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2022edl8094","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E106.D/7/E106.D_2022EDL8094/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G445123356","display_name":null,"funder_award_id":"62172319","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6605096260","display_name":null,"funder_award_id":"U19B2021","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4382652648.pdf"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2097117768","https://openalex.org/W2109116994","https://openalex.org/W2194775991","https://openalex.org/W2752782242","https://openalex.org/W2963446712","https://openalex.org/W2969001071","https://openalex.org/W3159307949","https://openalex.org/W3159555774","https://openalex.org/W3173502487","https://openalex.org/W3183153870","https://openalex.org/W4241247487"],"related_works":["https://openalex.org/W2049795142","https://openalex.org/W2361708288","https://openalex.org/W2174300598","https://openalex.org/W3089223619","https://openalex.org/W4295067341","https://openalex.org/W4288849478","https://openalex.org/W2787546317","https://openalex.org/W2940752727","https://openalex.org/W2162239985","https://openalex.org/W1561797008"],"abstract_inverted_index":{"In":[0],"CRYPTO":[1],"2019,":[2],"Gohr":[3],"first":[4],"introduced":[5],"the":[6,43,62,72,75,80,85],"deep":[7],"learning":[8],"method":[9],"to":[10,35,65],"cryptanalysis":[11],"for":[12,52,97],"SPECK32/64.":[13],"A":[14],"differential-neural":[15],"distinguisher":[16,51],"was":[17],"obtained":[18],"using":[19],"ResNet":[20],"neural":[21],"network.":[22],"Zhang":[23],"et":[24],"al.":[25],"used":[26],"multiple":[27,39],"parallel":[28],"convolutional":[29],"layers":[30],"with":[31],"different":[32],"kernel":[33],"sizes":[34],"capture":[36],"information":[37],"from":[38],"dimensions,":[40],"thus":[41],"improving":[42],"accuracy":[44,73],"or":[45],"obtaining":[46],"a":[47],"more":[48,90],"round":[49],"of":[50,74,82,84,92],"SPECK32/64":[53],"and":[54,94,100],"SIMON32/64.":[55],"Inspired":[56],"by":[57],"Zhang's":[58],"work,":[59],"we":[60],"apply":[61],"network":[63],"structure":[64],"other":[66],"ciphers.":[67],"We":[68],"not":[69],"only":[70],"improve":[71],"distinguisher,":[76,86],"but":[77],"also":[78],"increase":[79],"number":[81,96],"rounds":[83,91],"that":[87],"is,":[88],"distinguish":[89],"ciphertext":[93],"random":[95],"DES,":[98],"Chaskey":[99],"PRESENT.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-02-03T00:53:05.648605","created_date":"2025-10-10T00:00:00"}
