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Training a Model on Data Your Adversary Refuses to Give You

Mayank Kumar
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August 6, 2026

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Behavioral Anomaly Detection: Why Anomaly Detection Earned a Bad Name in Cyber Security

Evan Powell
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August 15, 2024

Graph neural networks in cybersecurity: promise vs reality

Evan Powell
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August 10, 2024

Your tech is old, your business models are archaic, and you are burned out

Evan Powell
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August 6, 2024

LLMs vs LogLMs: Why vertical models win

Evan Powell
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August 2, 2024
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Machine speed intelligence for your SOC. LogLM finds today's attacks. Vigil turns findings into action.
We are engineers and operators who have lived security operations, from StackStorm to the world's largest banks. We build so defenders can move faster than the attacks coming at them.
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