Overview
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Explore advanced techniques for similarity and matching in cybersecurity and data analysis through this 30-minute lecture. Delve into various similarity methods, assessment distance calculations, MinLaunch and Smith Waterman algorithms, phonetic matching, similarity hashes, and regular expressions. Gain practical insights with a Python example to reinforce your understanding of these crucial concepts in data comparison and pattern recognition.
Syllabus
Introduction
Similarity
Methods
Assessment
Distance Method
MinLaunch Method
Smith Waterman Method
Phonetic Matching
Similarity Hashes
Regular Expressions
Python Example
Taught by
Bill Buchanan OBE