Friday, August 26, 2016

CHES 2016: On the Multiplicative Complexity of Boolean Functions and Bitsliced Higher-Order Masking

During the morning session on the final day of CHES 2016, Dahmun Goudarzi presented his paper, co-authored with Matthieu Rivain, on bit-sliced higher-order masking.

Bit-sliced higher-order masking of S-boxes is an alternative to higher-order masking schemes where an S-box is represented by a polynomial over binary finite field. The basic idea is to bit-slice Boolean circuits of all the S-boxes used in a cipher round. Securing a Boolean AND operation, needed in the case of bit-sliced approach, is significantly faster than securing a multiplication over a binary finite field, needed in the case of polynomial-based masking schemes. But now the number of such AND operations required is significantly higher in the former case than the number of field multiplications required in the latter case. However, the use of bit-slicing with relatively large registers (for instance, 32-bit registers) previously lead the same authors to demonstrate significant improvements over polynomial-based masking schemes for specific block ciphers such as AES and PRESENT [GR16]. However, no generic method to apply bit-sliced higher-order masking to arbitrary S-boxes were previously known, and proposing such a method is one of the main contributions of the current work.

The running time and the randomness requirement of the bit-sliced masking technique mainly depends on the multiplicative complexity, i.e., the number of AND gates in the masked circuit. Indeed, a more precise measure is the parallel multiplicative complexity. While from previous works it is already known how to obtain optimal circuits (w.r.t. multiplicative complexity) for small S-boxes by using SAT solvers, solving the same problem for 6-bit or larger S-boxes had remained as an interesting problem. In the current work, the authors propose a new heuristic method to obtain boolean circuits of low multiplicative complexity for arbitrary S-boxes. The proposed method follows the same approach as a previous work [CRV14] that computes efficient polynomial representation of S-boxes over binary finite fields. The authors provide a heuristic analysis of the multiplicative complexity of their proposed method that is quite close to the experimental results for S-box sizes of practical relevance. Finally, an implementation of the bit-sliced masking technique evaluating sixteen 4-bit S-boxes in parallel and another implementation evaluating sixteen 8-bit S-boxes in parallel on a 32-bit ARM architecture is performed. The timing results seem to indicate that the bit-sliced masking method performs way better than the polynomial-based masking methods when the number of shares is greater than a certain bound.
    
References:

[CRV14] Jean-S├ębastien Coron, Arnab Roy, Srinivas Vivek: Fast Evaluation of Polynomials over Binary Finite Fields and Application to Side-Channel Countermeasures. CHES 2014 & JCEN 2015.
 
[GR16] Dahmun Goudarzi and Matthieu Rivain. How Fast Can Higher-Order Masking Be in Software? Cryptology ePrint Archive, 2016.

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