The NumbersOver the course of February, Huginn processed URLs sourced from public threat intelligence feeds and identified 254 confirmed phishing websites. For each of these, we checked whether Google Safe Browsing (GSB) had flagged the URL at the time of our scan. The results were striking: GSB had flagged just 41 of the 254, meaning 83.9% of confirmed phishing sites were not flagged by the tool that underpins Chrome's built-in protection at the time we discovered them.
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Kanon 2 Enricher is also different from generative models in that it natively outputs knowledge graphs rather than tokens. Consequently, Kanon 2 Enricher is architecturally incapable of producing the types of hallucinations suffered by general-purpose generative models. It can still misclassify text, but it is fundamentally impossible for Kanon 2 Enricher to generate text outside of what has been provided to it.