technology trends

Security and Adversarial AI shields models from evasion, poisoning, prompt injection, and model theft using robust training, policy filters, and hardened APIs. Deep-learning models inherit Security & Adversarial AI weaknesses from the same gradient-descent magic that makes them powerful. Attackers exploit differentiability, vast training corpora, lengthy LLM context windows, and public APIs to strike silently. […]