Adversarial Machine Learning

AI Red Teaming : Stress testing security for clinical models.

AI Red Teaming is the most critical safety net for modern medicine. Imagine a world where a digital doctor makes a life or death decision based on a hidden flaw in its logic. That sounds like a plot from a … Read More

Federated Learning Attacks : Defending Decentralized AI From Data Poisoning

Artificial intelligence has completely changed how we handle massive amounts of information. We no longer need to send all our private data to one central server. Instead, we use something called federated learning. This method allows models to learn from … Read More