Presentation worth watching if you're interested in applying ML to security problems!
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Nine Challenges in Applying Machine Learning to Cybersecurity
Defining the problem
Labeled data
Cost of being wrong
Model decay
Adversarial actors
Biased feedback Loops
Data access
Model interpretability
Model instability
youtube.com/watch?v=OS6j1Y
Defining the problem
Labeled data
Cost of being wrong
Model decay
Adversarial actors
Biased feedback Loops
Data access
Model interpretability
Model instability
youtube.com/watch?v=OS6j1YShow this thread