SCAUL: Power Side-Channel Analysis With Unsupervised Learning
نویسندگان
چکیده
منابع مشابه
An Unsupervised Learning Model to Perform Side Channel Attack
This paper proposes a novel unsupervised learning approach for Power Analysis – a form of side channel attack in Cryptanalysis. Different from existing works that exploit supervised learning framework to solve this problem, our method does not require any labeled pairs, which contains information of the form {X,Y}={key, power-trace}, but is still capable of deciphering the secret key accurately...
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Side channel attacks break the secret key of a cryptosystem using channels such as sound, heat, time and power consumption which are originally not intended to leak such information. Power analysis is a branch of side channel attacks where power consumption data is used as the side channel to attack the system. First using a device like an oscilloscope power traces are collected when the crypto...
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It's coming again, the new collection that this site has. To complete your curiosity, we offer the favorite power analysis side channel attacks the processor design level context book as the choice today. This is a book that will show you even new to old thing. Forget it; it will be right for you. Well, when you are really dying of power analysis side channel attacks the processor design level ...
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Nearly twenty years ago the discovery of side channel attacks has warned the world that security is more than just a mathematical problem. Serious considerations need to be placed on the implementation and its physical media. Nowadays the ever-growing ubiquitous computing calls for in-pace development of security solutions. Although the physical security has attracted increasing public attentio...
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We describe the first hardware implementation of a quantum-secure encryption scheme along with its lowcost power side-channel countermeasures. The encryption uses an implementation-friendly Binary-Ring-Learning-with-Errors (BRLWE) problem with binary errors that can be efficiently generated in hardware. We demonstrate that a direct implementation of BRLWE exhibits vulnerability to power side-ch...
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ژورنال
عنوان ژورنال: IEEE Transactions on Computers
سال: 2020
ISSN: 0018-9340,1557-9956,2326-3814
DOI: 10.1109/tc.2020.3013196