Cryptographic Primitives: Theory and Practice

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Explores the principles of cryptography, encryption, and information security, emphasizing confidentiality, integrity, and responsibility.

Diffie-Hellman and ElGamal Cryptosystems

Explores Diffie-Hellman key exchange, ElGamal cryptosystem, and their security applications in cryptography.

Random Walks: Moran Process and Examples

Explores random walks, the Moran process, and examples in population genetics, protein abundance modeling, and bacterial chemotaxis.

Cryptographic Security Models

Explores Cryptographic Security Models, including Diffie-Hellman and ElGamal Security, RSA, and practical encryption problems.

Probability Theory: Conditional Expectation

Covers conditional expectation, convergence of random variables, and the strong law of large numbers.

Public-Key Cryptography: Standards and Applications

Discusses public-key cryptography, focusing on standards like RSA, DSA, and AES, and their applications in secure communications.

Cryptography basics: Quantum Systems

Covers the basics of cryptography, encryption, decryption, error detection, and the impact of quantum computing.

Interpretation of Entropy

Explores the concept of entropy expressed in bits and its relation to probability distributions, focusing on information gain and loss in various scenarios.

RSA Encryption: Principles and Applications

Explores RSA encryption principles, factorization challenges, and practical applications in data security.

Bias-Variance Tradeoff in Machine Learning

Discusses the bias-variance tradeoff in machine learning, emphasizing the balance between model complexity and prediction accuracy.