 | cloch001 wrote: Linear Algebra Behind for Cybersecurity ML Models
Naive Bayes assumes every feature is independent. For spam detection, that's provably false — words in a sentence are obviously correlated. The model works well anyway.
Figuring out why a wrong assumption still produces a right answer taught me (More) |
| cloch001 wrote: How ML Detects DDoS Attacks: Benefits and Limits
A rule-based system catches the DDoS attack you've already seen. An attacker who stays under your volumetric threshold walks past it.
Machine learning changes the question from "is traffic above X requests per second" to "does this traffic look s (More) |