Why AI Breaks The Traditional Security Stack - And How To Fix It
SC Media, Wednesday, May 28th, 2025
AI has been deployed faster than the industry can secure it. Whether it's LLM-based assistants, GenAI-powered workflows, or agentic AI automating decisions, traditional security tooling was never designed for this.
Firewalls, EDR, SIEM, DLP - none were built for models that hallucinate, systems that evolve, or prompts that function as covert execution environments.
In most cases, they can't even see the model, let alone secure it.
Yet adversaries can. From data poisoning and prompt injection to model theft and agentic subversion, attackers exploit blind spots that conventional tools can't defend. The AI attack surface isn't just broader - it's fundamentally different.