Yes, AI-powered cybersecurity systems can have vulnerabilities. Adversaries can potentially exploit these vulnerabilities by crafting adversarial inputs intended to deceive AI algorithms, leading to false positives or negatives. Additionally, AI systems may require access to sensitive data to function effectively, which could be a security concern if not properly managed. It is essential to properly train and harden AI systems against such threats.