As AI security concerns rise, HiddenLayer raises $100M and Huskeys bags $27M

What happened

HiddenLayer Inc., an AI security startup based in Austin, raised $100 million in a Series B funding round. Separately, Huskeys Security Ltd., which focuses on edge AI security, secured $27 million in a Series A round. HiddenLayer, founded in 2022, offers a product that scans AI models and their software dependencies for signs of tampering before deployment. Huskeys targets security at the device level, protecting AI operations closer to the edge.

Why it matters

These funding rounds reflect escalating demand for AI security solutions as more organizations deploy AI in critical environments. HiddenLayer’s approach addresses the risk that attackers could insert backdoors or other manipulations into AI models or their supporting packages before they reach production. This safeguards trust in AI outputs by catching tampering early. Huskeys’ edge focus responds to the increased attack surface when AI runs on distributed devices, which often lack traditional security controls. By securing AI workflows both pre-deployment and at the edge, these companies aim to reduce vulnerabilities that could lead to compromised AI behavior or data leaks.

What to watch next

The real test will be how these startups integrate with current AI development pipelines and infrastructure. Suspicious model or package detection must run efficiently without slowing AI rollout timelines or creating too many false alarms. Adoption by large enterprises or cloud providers could accelerate AI security standardization but may also reveal capability gaps. Meanwhile, expect more investors to fund specialized AI security players as compliance and regulatory pressure grows for trustworthy AI deployment. Watching how HiddenLayer and Huskeys expand their offerings or partnerships will signal where the AI security market is heading.

AI Quick Briefs Editorial Desk