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Power Awareness in Low Precision Neural Networks
Existing approaches for reducing DNN power consumption rely on quite general principles, including avoidance of multiplication operations and...
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Trisymmetric Multiplication Formulae in Finite Fields
Multiplication is an expensive arithmetic operation, therefore there has been extensive research to find Karatsuba-like formulae reducing the number...
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An Estimator for the Hardness of the MQ Problem
The Multivariate Quadratic ( \(\textsf {MQ}\) )...
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Optimized Hybrid Execution of Dense Matrix-Matrix Multiplication on Clusters of Heterogeneous Multicore and Many-Core Platforms
In this paper we analytically solve the partitioning problem for dense matrix-matrix multiplication, running on a cluster of heterogeneous multicore...
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Factorization of Polynomials Given by Arithmetic Branching Programs
Given a multivariate polynomial computed by an arithmetic branching program (ABP) of size s , we show that all its factors can be computed by...
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Secure Multiparty Matrix Multiplication Based on Strassen-Winograd Algorithm
This paper presents the first recursive secure multiparty computation protocol for matrix multiplication, based on Strassen-Winograd algorithm. We...
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Total Break of a Public Key Cryptosystem Based on a Group of Permutation Polynomials
In this paper, we respond to the proposal of the Permutation Polynomial Encryption Scheme, introduced by Singh, Sarma, and Saikia in 2020. We...
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A Toolkit for Parikh Matrices
The Parikh matrix map** is a concept that provides information on the number of occurrences of certain (scattered) subwords in a word. Although...
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An efficient lightweight CNN acceleration architecture for edge computing based-on FPGA
With the system performance, volume and power restriction requirements in edge computing, single chip based on Field Programmable Gate Array (FPGA),...
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Towards efficient tile low-rank GEMM computation on sunway many-core processors
Tile low-rank general matrix multiplication (TLR GEMM) is a novel method of matrix multiplication on large data-sparse matrices, which can...
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Acceleration of Multiple Precision Matrix Multiplication Based on Multi-component Floating-Point Arithmetic Using AVX2
In this paper, we report the results obtained from the acceleration of multi-binary64-type multiple precision block and Strassen matrix...
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A Deterministic Algorithm for Computing Divisors in an Interval
We revisit the problem of finding a nontrivial divisor of a composite integer when it has a divisor in an interval \([\alpha , \beta ]\) . We use...
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Simplifying Forwarding Data Plane Operations with XOR-Based Source Routing
We propose a theoretical analysis of a novel source routing scheme called XSR. XSR uses linear encoding operation to both (1) build the path labels...
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The Matrix Reloaded: Multiplication Strategies in FrodoKEM
Lattice-based schemes are promising candidates to replace the current public-key cryptographic infrastructure in wake of the looming threat of...
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Practical Attack on All Parameters of the DME Signature Scheme
DME is a multivariate scheme submitted to the call for additional signatures recently launched by NIST. Its performance is one of the best among all...
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LIGA : a cryptosystem based on the hardness of rank-metric list and interleaved decodingWe propose the new rank-metric code-based cryptosystem
LIGA which is based on the hardness ofl ist decoding andi nterleaved decoding ofGa bidulin...
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Recursive SQL and GPU-support for in-database machine learning
In machine learning, continuously retraining a model guarantees accurate predictions based on the latest data as training input. But to retrieve the...
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Cryptanalysis of Symmetric Primitives over Rings and a Key Recovery Attack on Rubato
Symmetric primitives are a cornerstone of cryptography, and have traditionally been defined over fields, where cryptanalysis is now well understood....
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Numerical Problems
If most problems you encounter are numerical in nature, there is an excellent chance that you are reading the wrong book.
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Another Dubious Way to Compute the Exponential of a Matrix
In this paper we analyzed recent works on inverting Vandermonde matrix, both classical and generalized, which were unknown during the publication of...