ChatGPT vs. Lightweight Security: First Work Implementing the NIST Cryptographic Standard ASCON

06/13/2023
by   Alvaro Cintas Canto, et al.
0

This study, to the best of our knowledge, is the first to explore the intersection between lightweight cryptography (LWC) and advanced artificial intelligence (AI) language models. LWC, in particular the ASCON algorithm which has been selected as the LWC standard by the National Institute of Standards and Technology (NIST) in Feb. 2023, has become increasingly significant for preserving data security given the quick expansion and resource limitations of Internet of Things (IoT) devices. On the other hand, OpenAI's large language model (LLM) ChatGPT has demonstrated significant potential in producing complex, human-like text. This paper offers a novel method for implementing the NIST LWC standard, ASCON, using the GPT-4 model. Moreover, this paper details the design and functionality of ASCON, the procedures and actual Python implementation of ASCON using ChatGPT, and a discussion of the outcomes. The results contribute valuable insights into the efficient application of advanced AI language models in cryptography, particularly in constrained environments. Source code can be found at: https://github.com/DrCintas/ASCON-with-ChatGPT.

READ FULL TEXT

page 4

page 5

page 6

page 7

page 8

page 9

page 10

page 11

research
06/21/2022

Securing the Future Internet of Things with Post-Quantum Cryptography

Traditional and lightweight cryptography primitives and protocols are in...
research
11/28/2021

How Can Applications of Blockchain and Artificial Intelligence Improve Performance of Internet of Things? – A Survey

In the era of the Internet of Things (IoT), massive computing devices su...
research
04/19/2023

How Secure is Code Generated by ChatGPT?

In recent years, large language models have been responsible for great a...
research
03/31/2023

Pair Programming with Large Language Models for Sampling and Estimation of Copulas

Without writing a single line of code by a human, an example Monte Carlo...
research
06/29/2021

Electromagnetic Analysis of an Ultra-Lightweight Cipher: PRESENT

Side-channel attacks are an unpredictable risk factor in cryptography. T...
research
01/12/2023

The Keyword Explorer Suite: A Toolkit for Understanding Online Populations

We have developed a set of Python applications that use large language m...

Please sign up or login with your details

Forgot password? Click here to reset