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Cybersecurity Predictions 2026: AI, Agents, and SOC Defense by Fabien Guillot

vectra.ai · published 16 January 2026

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https://arxiv.org/abs/2512.09882?utm_source=substack&utm_medium=email

arxiv.org

https://www-cdn.anthropic.com/b2a76c6f6992465c09a6f2fce282f6c0cea8c200.pdf

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https://assets.anthropic.com/m/ec212e6566a0d47/original/Disrupting-the-first-reported-AI-orchestrated-cyber-espionage-campaign.pdf

assets.anthropic.com

https://www.upguard.com/blog/asana-discloses-data-exposure-bug-in-mcp-server

upguard.com

Elsewhere on vectra.ai (6)

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https://www.vectra.ai/blog/introducing-the-vectra-ai-mcp-server

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Introducing the Vectra AI MCP Server for On-Premises (QUX) by Fabien Guillot Read at the source ↗

Can Your SOC's AI Actually Think? Evaluating LLMs with the Vectra AI MCP Server by Fabien Guillot Read at the source ↗

https://www.vectra.ai/solutions/attack-types/ransomware

vectra.ai