Symmguard

SymmGuard utilizes symmetry for making AI robust. The increasing adoption of AI in safety-critical domains, tightening AI regulations and increasing cost of cybersecurity breaches make it imperative to have robust AI. We use symmetry because it is pervasive in nature and often overlooked or not handled correctly by AI. We aim to use public datasets and customer data, with research conducted both independently from and together with pilot customers. We aim to have a tangible effect on the deployment of robust AI. Research-wise, we aim to bring symmetry to the attention of the AI research community as an important guiding principle in the design and application of robust AI solutions. We aim for simple and elegant solutions that can be applied to existing and emerging AI.