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AI Verifiers: Canaries, Honey Tokens & Machine Learning Explained #shorts

BSides Frankfurt0:4573 viewsPublished 2025-12Watch on YouTube ↗
About this talk
Learn the top methods for identifying fake user accounts: canaries, honey tokens, and unused accounts. Train your machine learning to detect compromised accounts across all files. Provenance and attestation are key! #Cybersecurity #HoneyTokens #DetectionEngineering #MachineLearning
Show transcript [en]

I've tried to to classify them of good verifiers starting with the best verifiers which are canaries obviously honey tokens user accounts which are not being used this is awesome if you can start training your machine learning based on that they will and you have a clear understanding as well what is a honey token that's going to give you really good reasoning across all of your files provenence and attestation obviously having the machine learning understand machine learning is not going to break crypto right we I don't see any proof for that. It's not solvable. But it can help understanding what is provenence, what is my salsa level, um how my images signed. What we're not doing too much, very hot

topic right now in Silicon Valley is detection engineering,