Post-Quantum Cryptography Neural Network

Chen, Abel C. H.

doi:10.1109/icsses58299.2023.10201083

Cited by 2 publications

(3 citation statements)

References 6 publications

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“…L = K1K2K3). For decoding and error-correcting, a decoder matrix K4 (with dimensions ζ2×ζ1) and an error-detector matrix K5 are generated based on the generator matrix K2 [14], [15].…”

Section: E Mceliece Cryptographymentioning

confidence: 99%

“…To perform encryption, an encryption function 𝑒(𝑚, 𝐿) defined as Eq. ( 9) is used to encrypt plaintext m using the public key L and a random number r resulting in ciphertext z [14], [15].…”

Section: E Mceliece Cryptographymentioning

confidence: 99%

“…Furthermore, an errorcorrecting function 𝑓(𝛼, 𝐾 5 ) is utilized based on the errordetector matrix K5 to detect and remove the random number r. The decoder matrix K4 can be applied to decode the encoded message produced by the encoder matrix K2 (i.e. 𝑥𝐾 2 𝐾 4 = 𝑥) [14], [15].…”

Section: E Mceliece Cryptographymentioning

confidence: 99%

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The Performance Analysis of Post-Quantum Cryptography for Vehicular Communications

Chen¹

2022

Preprint

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In recent years, the elliptic curve Qu-Vanstone (ECQV) implicit certificate scheme has found application in security credential management systems (SCMS) and secure vehicle-to-everything (V2X) communication to issue pseudonymous certificates. However, the vulnerability of elliptic-curve cryptography (ECC) to polynomial-time attacks posed by quantum computing raises concerns. In order to enhance resistance against quantum computing threats, various post-quantum cryptography methods have been adopted as standard (e.g. Dilithium) or candidate standard methods (e.g. McEliece cryptography), but state of the art has proven to be challenging to implement implicit certificates using lattice-based cryptography methods. Therefore, this study proposes a postquantum cryptography McEliece-Chen (PQCMC) based on an efficient random invertible matrix generation method to issue pseudonymous certificates with less computation time. The study provides mathematical models to validate the key expansion process for implicit certificates. Furthermore, comprehensive security evaluations and discussions are conducted to demonstrate that distinct implicit certificates can be linked to the same end entity. In experiments, a comparison is conducted between the certificate length and computation time to evaluate the performance of the proposed PQCMC. This study demonstrates the viability of the implicit certificate scheme based on PQC as a means of countering quantum computing threats.

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“…L = K1K2K3). For decoding and error-correcting, a decoder matrix K4 (with dimensions ζ2×ζ1) and an error-detector matrix K5 are generated based on the generator matrix K2 [14], [15].…”

Section: E Mceliece Cryptographymentioning

confidence: 99%

Section: E Mceliece Cryptographymentioning

confidence: 99%

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The Performance Analysis of Post-Quantum Cryptography for Vehicular Communications

Chen¹

2022

Preprint

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A Survey about Post Quantum Cryptography Methods

Nithila

et al. 2024

EAI Endorsed Trans IoT

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Cryptography is an art of hiding the significant data or information with some other codes. It is a practice and study of securing information and communication. Thus, cryptography prevents third party intervention over the data communication. The cryptography technology transforms the data into some other form to enhance security and robustness against the attacks. The thrust of enhancing the security among data transfer has been emerged ever since the need of Artificial Intelligence field came into a market. Therefore, modern way of computing cryptographic algorithm came into practice such as AES, 3DES, RSA, Diffie-Hellman and ECC. These public-key encryption techniques now in use are based on challenging discrete logarithms for elliptic curves and complex factorization. However, those two difficult problems can be effectively solved with the help of sufficient large-scale quantum computer. The Post Quantum Cryptography (PQC) aims to deal with an attacker who has a large-scale quantum computer. Therefore, it is essential to build a robust and secure cryptography algorithm against most vulnerable pre-quantum cryptography methods. That is called ‘Post Quantum Cryptography’. Therefore, the present crypto system needs to propose encryption key and signature size is very large.in addition to careful prediction of encryption/decryption time and amount of traffic over the communication wire is required. The post-quantum cryptography (PQC) article discusses different families of post-quantum cryptosystems, analyses the current status of the National Institute of Standards and Technology (NIST) post-quantum cryptography standardisation process, and looks at the difficulties faced by the PQC community.

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Post-Quantum Cryptography Neural Network

Cited by 2 publications

References 6 publications

The Performance Analysis of Post-Quantum Cryptography for Vehicular Communications

The Performance Analysis of Post-Quantum Cryptography for Vehicular Communications

A Survey about Post Quantum Cryptography Methods

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