Hardshell

Hardshell is redefining AI security with a data-centric approach to protecting machine learning models and AI systems from adversarial threats. Our cutting-edge solutions identify vulnerabilities in training datasets, mitigate risks from a host of adversarial attacks against AI systems, and fortify AI deployments against emerging threats. Unlike traditional model-based defenses, we focus on securing the data that fuels AI, ensuring privacy, integrity, and resilience from the ground up. Backed by deep expertise in cybersecurity, national security, and AI research, Hardshell empowers organizations to deploy AI with confidence, safeguarding innovation without compromising security.