AI Data Security Platform with Homomorphic Encryption

Mirror Security operates a “Security of AI” platform with three primary integrated solutions. VectaX functions as a fully homomorphic encryption engine optimized specifically for AI workloads, enabling organizations to train and perform inference on encrypted data without ever exposing plaintext information. DiscoveR provides continuous automated red teaming capabilities, systematically probing and hardening AI systems to identify vulnerabilities before attackers exploit them, while also conducting comprehensive

vulnerability scanning across generative AI systems. AgentIQ delivers full-spectrum agentic security, protecting AI agents across the entire range from single-task executors to complex multi-agent swarms and advanced reasoning architectures.