{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T20:26:55Z","timestamp":1779222415221,"version":"3.51.4"},"reference-count":47,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,4,3]],"date-time":"2024-04-03T00:00:00Z","timestamp":1712102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,4,3]],"date-time":"2024-04-03T00:00:00Z","timestamp":1712102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,4,3]]},"DOI":"10.1109\/isqed60706.2024.10528674","type":"proceedings-article","created":{"date-parts":[[2024,5,16]],"date-time":"2024-05-16T17:21:18Z","timestamp":1715880078000},"page":"1-8","source":"Crossref","is-referenced-by-count":6,"title":["Deep Learning Enhanced Side Channel Analysis on CRYSTALS-Kyber"],"prefix":"10.1109","author":[{"given":"Anh Tuan","family":"Hoang","sequence":"first","affiliation":[{"name":"Queen&#x2019;s University Belfast (QUB),The Centre for Secure Information Technologies (CSIT),UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark","family":"Kennaway","sequence":"additional","affiliation":[{"name":"Queen&#x2019;s University Belfast (QUB),The Centre for Secure Information Technologies (CSIT),UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dung Tuan","family":"Pham","sequence":"additional","affiliation":[{"name":"Queen&#x2019;s University Belfast (QUB),The Centre for Secure Information Technologies (CSIT),UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thai Son","family":"Mai","sequence":"additional","affiliation":[{"name":"Queen&#x2019;s University Belfast (QUB),The Centre for Secure Information Technologies (CSIT),UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ayesha","family":"Khalid","sequence":"additional","affiliation":[{"name":"Queen&#x2019;s University Belfast (QUB),The Centre for Secure Information Technologies (CSIT),UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ciara","family":"Rafferty","sequence":"additional","affiliation":[{"name":"Queen&#x2019;s University Belfast (QUB),The Centre for Secure Information Technologies (CSIT),UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maire","family":"O\u2019Neill","sequence":"additional","affiliation":[{"name":"Queen&#x2019;s University Belfast (QUB),The Centre for Secure Information Technologies (CSIT),UK"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Announcing request for nominations for public-key postquantum cryptographic algorithms","year":"2016"},{"key":"ref2","article-title":"CRYSTALS-Kyber algorithm specifications and supporting documentation v3.02","author":"Avanzi","year":"2021"},{"key":"ref3","first-page":"948","article-title":"Generic Sidechannel attacks on CCA-secure lattice-based PKE and KEM schemes","volume":"2019","author":"Ravi","year":"2019","journal-title":"IACR Cryptol. ePrint Arch."},{"key":"ref4","first-page":"549","article-title":"Drop by drop you break the rock - exploiting generic vulnerabilities in lattice-based PKE\/KEMs using EM-based Physical Attacks","volume":"2020","author":"Ravi","year":"2020","journal-title":"IACR Cryptol. ePrint Arch."},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3139268"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/e24101489"},{"key":"ref7","first-page":"236","article-title":"Systematic study of decryption and reencryption leakage: The Case Of Kyber","volume-title":"Constructive Side-Channel Analysis and Secure Design: 13th International Workshop, COSADE 2022","author":"Azouaoui"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/AsianHOST56390.2022.10022165"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-68697-5_9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-60939-9_18"},{"key":"ref11","article-title":"FrodoKEM: Practical quantum-secure key encapsulation from generic lattices","author":"Alkim"},{"key":"ref12","article-title":"Post-quantum key exchange - a new hope","volume-title":"Cryptology ePrint Archive, Report 2015\/1092","author":"Alkim","year":"2015"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3029521"},{"key":"ref14","first-page":"226","article-title":"A density-based algorithm for discovering clusters in large spatial databases with noise","volume-title":"Proceedings of the Second International Conference on Knowledge Discovery and Data Mining, ser. KDD\u201996","author":"Ester"},{"key":"ref15","first-page":"321","article-title":"Clustering Methods","author":"Rokach","year":"2005"},{"key":"ref16","article-title":"Pattern recognition and machine learning","author":"Anzai","year":"1992"},{"key":"ref17","article-title":"SABER: MLWR BASED KEM","author":"D\u2019Anvers"},{"key":"ref18","first-page":"79","article-title":"A side-channel attack on a masked IND-CCA Secure Saber KEM","volume":"2021","author":"Ngo","year":"2021","journal-title":"IACR Cryptol. ePrint Arch."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3429983"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3474376.3487277"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3179683"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2021.3122997"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2020.3038701"},{"key":"ref24","first-page":"919","article-title":"Side-channel attacks on lattice-based KEMs are not prevented by higher-order masking","volume":"2022","author":"Ngo","year":"2022","journal-title":"IACR Cryptol. ePrint Arch."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-14791-3_5"},{"key":"ref26","article-title":"Secret key recovery attacks on masked and shuffled implementations of CRYSTALS-Kyber and Saber","author":"Backlund","year":"2022","journal-title":"Cryptology ePrint Archive, Paper 2022\/1692"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3591866.3593072"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/IWASI.2019.8791343"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-28632-5_2"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-31912-9_12"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.vlsi.2023.02.012"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48405-1_25"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85053-3_27"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.46586\/tches.v2020.i4.49-85"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.5220\/0011139700003283"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-36400-5_3"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s13389-011-0010-2"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.4218\/etrij.2019-0163"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-29912-4_18"},{"key":"ref40","article-title":"Comparison of profiling power analysis attacks using templates and multi-layer perceptron network","author":"Martinasek","year":"2014","journal-title":"Math. Methods Sci. Eng"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66787-4_3"},{"key":"ref42","first-page":"1","article-title":"Study of deep learning techniques for side-channel analysis and introduction to ascad database","author":"Emmanuel","year":"2018","journal-title":"CoRR"},{"key":"ref43","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume-title":"International conference on machine learning","author":"Ioffe"},{"key":"ref44","article-title":"Understanding batch normalization","volume":"31","author":"Bjorck","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-49445-6_1"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10175-0_17"},{"key":"ref47","article-title":"ChipWhisperer Level 1 Starter Kit Product Datasheet"}],"event":{"name":"2024 25th International Symposium on Quality Electronic Design (ISQED)","location":"San Francisco, CA, USA","start":{"date-parts":[[2024,4,3]]},"end":{"date-parts":[[2024,4,5]]}},"container-title":["2024 25th International Symposium on Quality Electronic Design (ISQED)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10528356\/10528364\/10528674.pdf?arnumber=10528674","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,17]],"date-time":"2024-05-17T04:55:20Z","timestamp":1715921720000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10528674\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,3]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/isqed60706.2024.10528674","relation":{},"subject":[],"published":{"date-parts":[[2024,4,3]]}}}