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David J. Bianco on Muck Rack

David J. Bianco

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Articles

The Hunter's Paradox: Is it time to embrace automated threat hunting?

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By David J. Bianco
| Cisco Talos Blog
Should we let AI run our threat hunts? The debate usually splits into two camps. One says, "Yes, obviously! The sheer scale of our security telemetry is impossible for humans to deal with." The other says, "Absolutely not!  You can't trust an AI with something this important." The thing is, I think both are wrong, or at least incomplete. I've spent a long time as one of the louder voices saying that hunting is specifically a human-driven process.
Open in Who Shared View Duplicates (2) Issue with article?

Introducing EvidenceForge: Synthetic security logs that don’t look (as) fake

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By David J. Bianco
| Cisco Talos Blog
Security teams need high-quality, labeled datasets to train threat hunters and incident responders, validate detection logic, and develop robust analytic models. EvidenceForge helps teams overcome the limitations of anonymized or stale public datasets, while avoiding the cost and complexity of setting up real infrastructure and performing manual attack simulations to create their own.
Open in Who Shared View Duplicates (2) Issue with article?

David J. Bianco - Cisco Talos Blog

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By David J. Bianco
| Cisco Talos Blog
Introducing EvidenceForge: Synthetic security logs that don’t look (as) fake EvidenceForge generates high-quality, realistic, and consistent datasets across multiple log formats, enabling teams to effectively train personnel and validate detection models without the need for complex manual simulations.
Open in Who Shared View Duplicates (5) Issue with article?
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