SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

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Contact UsWhen studying complex ideas, it may help to begin with a simpler example to better understand its concepts. Modern cryptography and cryptanalysis are exceptionally complex, so a case study from classical cryptography can aid understanding. The Vigenere Cipher is a good example. Vigenere was widely considered to be a secure cipher for three centuries. It is non-trivial to cryptanalyze, offering a stretch goal for beginners, but not impossible to comprehend. Vigenere provides practice of multiple techniques such as statistical analysis, histograms, and Index of Coincidence. Statistical properties of files before and after encryption can be compared to show attributes that allow encrypted files to be detected. A method of detecting the encryption key length for a Vigenre cipher will be introduced. Ultimately, a strategy to recover the key for JPEG encrypted files will be demonstrated. To help the reader follow this analysis, open source software will be provided that performs encryption, decryption, and cryptanalysis. Besides learning about classical ciphers and having fun, we will reinforce the importance of proper cipher choice for the modern InfoSec professional.