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EITCA Academy

The European Information Technologies Certification Institute - EITCI ASBL

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EITCI Institute ASBL

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Questions and answers designated by tag: Randomness

Are quantum random numbers generators the only real nondeterministic random numbers generators?

Friday, 16 May 2025 by Theresa Sittel

Quantum random number generators (QRNGs) have gained significant attention in both academic and applied cryptography circles due to their ability to produce random numbers based on inherently unpredictable quantum phenomena. To fully address whether QRNGs are the only "real nondeterministic true random number generators," it is necessary to examine the concepts of randomness, determinism, and

  • Published in Cybersecurity, EITC/IS/CCF Classical Cryptography Fundamentals, Stream ciphers, Stream ciphers, random numbers and the one-time pad
Tagged under: Cryptographic Security, Cybersecurity, PRNG, Quantum Cryptography, Randomness, TRNG

What is a stream cipher using a truely random key binary sequence

Tuesday, 06 August 2024 by Emmanuel Udofia

A stream cipher is a type of symmetric key cipher where plaintext digits are combined with a pseudorandom cipher digit stream (keystream). In the context of using a truly random key binary sequence, the stream cipher operates in a manner akin to the one-time pad (OTP), which is considered the epitome of secure encryption under

  • Published in Cybersecurity, EITC/IS/CCF Classical Cryptography Fundamentals, Stream ciphers, Stream ciphers, random numbers and the one-time pad
Tagged under: Cryptography, Cybersecurity, Encryption, ONE-TIME PAD, Randomness, Stream Cipher

What are the limitations of the one-time pad, and why is it considered impractical for most real-world applications?

Friday, 14 June 2024 by EITCA Academy

The one-time pad (OTP) is a theoretically unbreakable cipher, provided certain conditions are met. It was first described by Frank Miller in 1882 and later independently reinvented by Gilbert Vernam in 1917. The fundamental principle behind the OTP is the use of a random key that is as long as the message itself, which is

  • Published in Cybersecurity, EITC/IS/CCF Classical Cryptography Fundamentals, Stream ciphers, Stream ciphers and linear feedback shift registers, Examination review
Tagged under: Cryptography, Cybersecurity, Encryption, Key Management, ONE-TIME PAD, Randomness

How truly random are TRNGs based on random physical processes?

Friday, 20 October 2023 by Ihor Halanyuk

Randomness is a fundamental concept in cryptography, as it plays a important role in ensuring the security of cryptographic systems. True Random Number Generators (TRNGs) based on random physical processes are often used to generate random numbers for cryptographic purposes. These TRNGs aim to produce unpredictable and unbiased random numbers by exploiting the inherent randomness

  • Published in Cybersecurity, EITC/IS/CCF Classical Cryptography Fundamentals, Stream ciphers, Stream ciphers, random numbers and the one-time pad
Tagged under: Cryptography, Cybersecurity, Physical Processes, Randomness, Statistical Tests, True Random Number Generators

How does understanding entropy contribute to the design and evaluation of robust cryptographic algorithms in the field of cybersecurity?

Saturday, 26 August 2023 by EITCA Academy

Understanding entropy is important in the design and evaluation of robust cryptographic algorithms in the field of cybersecurity. Entropy, in the context of classical cryptography, refers to the measure of uncertainty or randomness in a given set of data. It plays a fundamental role in ensuring the security and effectiveness of cryptographic algorithms by providing

  • Published in Cybersecurity, EITC/IS/QCF Quantum Cryptography Fundamentals, Entropy, Classical entropy, Examination review
Tagged under: Cryptography, Cybersecurity, Entropy, Key Generation, Randomness

What are the properties of classical entropy and how does it relate to the probability of outcomes?

Saturday, 26 August 2023 by EITCA Academy

Classical entropy is a fundamental concept in the field of information theory and plays a important role in various areas, including cybersecurity and quantum cryptography. It quantifies the uncertainty or randomness associated with a set of possible outcomes, providing a measure of the information content or unpredictability of a system. In this context, classical entropy

  • Published in Cybersecurity, EITC/IS/QCF Quantum Cryptography Fundamentals, Entropy, Classical entropy, Examination review
Tagged under: Cryptography, Cybersecurity, Information Theory, Probability Theory, Randomness

How does classical entropy measure the uncertainty or randomness in a given system?

Saturday, 26 August 2023 by EITCA Academy

Classical entropy is a fundamental concept in the field of information theory that measures the uncertainty or randomness in a given system. It provides a quantitative measure of the amount of information required to describe the state of a system or the amount of uncertainty associated with the outcome of an experiment. To understand how

  • Published in Cybersecurity, EITC/IS/QCF Quantum Cryptography Fundamentals, Entropy, Classical entropy, Examination review
Tagged under: Coin Toss, Cybersecurity, Information Theory, Probability Distribution, Randomness, Uncertainty

How does the one-time pad encryption scheme provide provable security in communication?

Friday, 25 August 2023 by EITCA Academy

The one-time pad encryption scheme is a cryptographic method that provides provable security in communication. It achieves this by utilizing a key that is as long as the plaintext message and is completely random. In this answer, we will explore the concept of the one-time pad and explain how it ensures secure communication. The one-time

  • Published in Cybersecurity, EITC/IS/QCF Quantum Cryptography Fundamentals, Introduction, Introduction to Quantum Key Distribution, Examination review
Tagged under: Cryptography, Cybersecurity, ONE-TIME PAD, PERFECT SECRECY, Randomness, XOR

What does the randomness in measurement outcomes in the double slit experiment imply about the nature of quantum systems?

Sunday, 06 August 2023 by EITCA Academy

The randomness observed in measurement outcomes in the double slit experiment is a fundamental characteristic of quantum systems, which has significant implications for our understanding of the nature of quantum mechanics. This phenomenon challenges classical notions of determinism and causality, and it underscores the probabilistic nature of quantum systems. In the double slit experiment, a

  • Published in Quantum Information, EITC/QI/QIF Quantum Information Fundamentals, Introduction to Quantum Mechanics, Conclusions from the double slit experiment, Examination review
Tagged under: Double-Slit Experiment, Quantum Information, Quantum Mechanics, Randomness, Wave-Particle Duality
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EITCA Academy is a part of the European IT Certification framework

The European IT Certification framework has been established in 2008 as a Europe based and vendor independent standard in widely accessible online certification of digital skills and competencies in many areas of professional digital specializations. The EITC framework is governed by the European IT Certification Institute (EITCI), a non-profit certification authority supporting information society growth and bridging the digital skills gap in the EU.
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