The QC-MDPC McEliece cryptosystem is a promising candidate for post-quantum cryptography, and the decoding performance of the underlying QC-MDPC code directly affects the security of the scheme. Deep unfolding, a framework that unfolds an iterative algorithm into a neural network with trainable weights, has been shown to improve belief propagation (BP) decoding for codes with dense parity-check matrices. However, applying deep unfolding directly to the large QC-MDPC codes used in practice is...

The efficiency of circuit implementations for cryptographic algorithms is crucial for their practical deployment. The implementation cost of the linear layer can be evaluated by the number of XOR operations, typically measured in generalized XOR (g-\xor) and serial XOR (s-XOR). Finding the minimal sequence of g-XOR operations constitutes the Shortest Linear Program (SLP) problem. Existing approaches generally address this problem through a two-stage framework: generating an initial sequence...

In this paper, we investigate the Extended Gabidulin (EG) codes and the Interleaved EG (IEG) codes, conduct more analysis on the Blockwise Rank Decoding (BRD) problem, and obtain efficient rank-based cryptosystems. First, we develop a general decoding algorithm for the (I)EG codes by solving the Linear Reconstruction (LR) problem. We find that the (I)EG codes can be probabilistically decoded by Welch-Berlekamp like algorithm, can achieve an arbitrarily small decoding failure rate, and can...

In many lightweight cryptography applications, low area and latency are required for efficient implementation. The gate count in the cipher and the circuit depth must be low to minimize these two metrics. Many optimization strategies have been developed for the linear layer, led by the Boyar-Peralta (BP) algorithm. The Advanced Encryption Standard (AES) has been a focus of extensive research in this area. However, while the linear layer uses only XOR gates, the S-box, which is an essential...

In this paper, we present the first single trace side-channel attack that targets the MPC-in-the-Head (MPCitH) framework based on threshold secret sharing, also known as Threshold Computation in the Head (TCitH) in its original version. This MPCitH framework can be found in 5 of the 14 digital signatures schemes in the recent second round of the National Institute of Standards and Technology (NIST) call for digital signatures. In this work, we start by highlighting a side-channel...

Soft Analytical Side Channel Attacks (SASCA) are a powerful family of Side Channel Attacks (SCA) that allows the recovery of secret values with only a small number of traces. Their effectiveness lies in the Belief Propagation (BP) algorithm, which enables efficient computation of the marginal distributions of intermediate values. Post-quantum schemes such as Kyber, and more recently, Hamming Quasi-Cyclic (HQC), have been targets of SASCA. Previous SASCA on HQC focused on Reed-Solomon (RS)...

The implementation security of post-quantum cryptography (PQC) algorithms has emerged as a critical concern with the PQC standardization process reaching its end. In a side-channel-assisted chosen-ciphertext attack, the attacker builds linear inequalities on secret key components and uses the belief propagation (BP) algorithm to solve. The number of inequalities leverages the query complexity of the attack, so the fewer the better. In this paper, we use the PQC standard algorithm...

Hashing algorithms are one-way functions that are used in cryptographic protocols as Pseudo Random Functions (PRF), to assess data integrity or to create a Hash-based Message Authentication Code (HMAC). In many cryptographic constructions, secret data is processed with hashing functions. In these cases, recovering the input given to the hashing algorithm allows retrieving secret data. In this paper, we investigate the application of Soft Analytical Side-Channel Attacks (SASCA), based on a...

This paper presents practicable single trace attacks against the Hamming Quasi-Cyclic (HQC) Key Encapsulation Mechanism. These attacks are the first Soft Analytical Side-Channel Attacks (SASCA) against code-based cryptography. We mount SASCA based on Belief Propagation (BP) on several steps of HQC's decapsulation process. Firstly, we target the Reed-Solomon (RS) decoder involved in the HQC publicly known code. We perform simulated attacks under Hamming weight leakage model, and reach...

The Number Theoretic Transform (NTT) is a major building block in recently introduced lattice based post-quantum (PQ) cryptography. The NTT was target of a number of recently proposed Belief Propagation (BP)-based Side Channel Attacks (SCAs). Ravi et al. have recently proposed a number of countermeasures mitigating these attacks. In 2021, Hamburg et al. presented a chosen-ciphertext enabled SCA improving noise-resistance, which we use as a starting point to state our findings. We...

Irreducible polynomials or IPs have many applications in the field of computer science and information technology. Algorithms in artificial intelligence and substitution boxes in cryptographic ciphers are some evident example of such important applications. But till now the study is mostly limited to the binary Galois field GF prime two and extension q . Some works are there to generate IPs over some non-binary Galois field GF prime p and extension q where p is the prime modulus and p...

In modern era of computer science there are many applications of the polynomials over finite fields especially of the polynomials over extended Galois fields GF(p^q) where p is the prime modulus and q is the extension of the said Galois field, in the generation of the modern algorithms in the computer science, the soft computation, the cryptology and the cryptanalysis and especially in generation of the S-boxes of the cryptographic block and stream ciphers. The procedure and the algorithms...

We present a new cryptanalytic algorithm on obfuscations based on GGH15 multilinear map. Our algorithm, statistical zeroizing attack, directly distinguishes two distributions from obfuscation while it follows the zeroizing attack paradigm, that is, it uses evaluations of zeros of obfuscated programs. Our attack breaks the recent indistinguishability obfuscation candidate suggested by Chen et al. (CRYPTO'18) for the optimal parameter settings. More precisely, we show that there are two...

In this paper, we propose cryptanalyses of all existing indistinguishability obfuscation ($iO$) candidates based on branching programs (BP) over GGH13 multilinear map for all recommended parameter settings. To achieve this, we introduce two novel techniques, program converting using NTRU-solver and matrix zeroizing, which can be applied to a wide range of obfuscation constructions and BPs compared to previous attacks. We then prove that, for the suggested parameters, the existing...