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Cybersecurity

200 summarised stories about Cybersecurity, each linking back to the original source. Browse all topics →

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Tuesday, 28 July 2026

Mate Security bets a context-first AI architecture can reinvent the SOC as it lands $35M Series A

The New Stack 2 months ago 20

Mate Security, a Tel Aviv startup, raised $35 million in Series A funding to build AI-native security operations architecture centered on its Security Context Graph, which provides business context to AI agents investigating alerts. The company achieved over 500 percent revenue growth since Q3 2025 and is closing enterprise sales cycles in weeks rather than months. This approach challenges incumbent security vendors by arguing that context-rich AI architecture, not bolted-on LLM copilots, is the differentiator for security operations centers.

Microsoft AI Releases MAI-Cyber-1-Flash: A 5B-Active-Parameter Cyber Model That Pushes MDASH to 95.95% on CyberGym

MarkTechPost 2 months ago 44 ● 4 sources

Microsoft released MAI-Cyber-1-Flash, a 5B-active-parameter AI model designed for cybersecurity vulnerability detection that runs within MDASH, Microsoft's multi-model scanning system. The model achieved 95.95% on CyberGym, a benchmark of 1,507 real-world vulnerability tasks, up from 88.45% when MDASH used only general-purpose models. MDASH now routes 90% of tasks to MAI-Cyber-1-Flash while escalating the hardest 10% to GPT-5.4, reducing costs by 50% while improving vulnerability discovery performance.

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