The AI Paradox: When Defense Technologies Become Attack Vectors

Organizations deploying AI for cybersecurity defense inadvertently create equally powerful attack tools. The same autonomous agents, adaptive learning systems, and decision algorithms that detect threats also enable sophisticated attacks—from data poisoning to deepfake impersonation. With AI systems functioning as inscrutable black boxes, security teams face a critical paradox: they must trust technologies they cannot fully understand or control.