Single-Trace Attack on NTRU Decryption with Machine Learning and Template Profiling
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21240%2F23%3A00368879" target="_blank" >RIV/68407700:21240/23:00368879 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1109/DSD60849.2023.00027" target="_blank" >https://doi.org/10.1109/DSD60849.2023.00027</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/DSD60849.2023.00027" target="_blank" >10.1109/DSD60849.2023.00027</a>
Alternative languages
Result language
angličtina
Original language name
Single-Trace Attack on NTRU Decryption with Machine Learning and Template Profiling
Original language description
NTRU is a post-quantum public key cryptosystem based on lattices and was a finalist in the 3rd round of the post-quantum standardization process organized by the National Institute of Standards and Technology (NIST). We present a new single-trace attack against the NTRU decryption algorithm, meaning we can obtain the private key only from one power trace, assuming the profiling phase was conducted before the attack. The attack was performed on the submission implementation from the standardization process. We used several machine learning methods and Template attacks for the profiling and testing phase. Both methods achieve high accuracy reaching almost 100% tested on more than 12 000 traces. We also provide a comparison of their success score with regard to a different number of points of interest
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/EF16_019%2F0000765" target="_blank" >EF16_019/0000765: Research Center for Informatics</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2023 26th Euromicro Conference on Digital System Design (DSD)
ISBN
979-8-3503-4419-6
ISSN
2771-2508
e-ISSN
2771-2508
Number of pages
6
Pages from-to
124-129
Publisher name
IEEE Computer Society
Place of publication
Los Alamitos
Event location
Durres
Event date
Sep 6, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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