Mirror Security

Pre Seed · Cybersecurity · Dublin, Ireland · Founded 2024 · 11–50 employees

Mirror Security is a Dublin-based generative artificial intelligence cybersecurity startup that spun out of University College Dublin's deep-tech research hub, NovaUCD. The company utilizes Fully Homomorphic Encryption to enable AI models to train and execute inference on sensitive data without needing to decrypt it. Its core suite consists of three specialized products: the VectaX encryption engine, the AgentIQ compliance guardrail, and the DiscoveR red-teaming tool. In December 2025, the firm secured a 2.1 million euro pre-seed funding round led by Sure Valley Ventures and Atlantic Bridge to accelerate its technology deployment.

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