Security for AI systems against adversarial attacks
hiddenlayer.com (opens in a new tab)HiddenLayer sells security software that shields AI systems from adversarial attacks, so organisations can put AI into production safely. It is deployed in defence and finance and at several of the largest AI platforms. The company was started by people from both AI and security backgrounds who had dealt with these attacks directly and knew how hard they are to spot; its product is patent-pending. It has signed over 50 enterprise customers, grown revenue tenfold, won RSA's Innovation Sandbox, and appears on the CB Insights AI 100 and CyberTech 100 lists and as SC's Most Promising Early-Stage Start-up. The team is distributed and meets in person twice a year or so.