agentic AI Advancing Cyber Defense: Stable Agentic AI with Tool-Mediated LLM Architecture Explore how a tool-mediated LLM architecture provides formally verified stability for autonomous cyber defense, ensuring robust EDR policy optimization against adaptive AI adversaries.
Graph Neural Networks Enhancing Graph Neural Network Robustness: A Breakthrough in Stable AI Generalization Discover how STEM-GNN addresses the "impossible triangle" of GNN deployment, achieving robust generalization and stability through advanced AI techniques for diverse real-world applications.
