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This talk demonstrates how to use CDN logs classified as SQL injection attacks to refine security rules, improve detection, and identify emerging attacks. It walks through a data mining process that uses natural language processing to clean and analyze payloads, extract keywords, and find relationships.
Syllabus
Intro
Background
Theory
Denial of Service
New Skills
Five Step Process
Step 1 Collecting Data
Step 2 Choosing Keywords
Step 3 The Matrix
Step 4 The Relationship
Step 5 Clustering
Step 6 Real World Example
Taught by
OWASP Foundation