Lectures related to Cryptanalysis: Conventional

Multivariate Statistics: Wishart and Hotelling T²

Explores the Wishart distribution, properties of Wishart matrices, and the Hotelling T² distribution, including the two-sample Hotelling T² statistic.

Applied Cryptography: Basics

Introduces applied cryptography basics, historical encryption methods, and the concept of perfect secrecy with the One Time Pad.

Maximum Likelihood Estimation: Multivariate Statistics

Explores maximum likelihood estimation and multivariate hypothesis testing, including challenges and strategies for testing multiple hypotheses.

Likelihood Ratio Tests: Optimality and Applications

Explores the theory and applications of likelihood ratio tests in statistical hypothesis testing.

Distributions and Derivatives

Covers distributions, derivatives, convergence, and continuity criteria in function spaces.

The Enigma Machine: History and Cryptanalysis

Delves into the history and cryptanalysis of the Enigma machine during World War II.

Principal Components: Properties & Applications

Explores principal components, covariance, correlation, choice, and applications in data analysis.