When Prompts Attack: Building Defensible LLM Infrastructure
Aaron Wise
LLM security requires layered guardrails across the AI software development lifecycle to prevent injection, leakage, and abuse.
Tag
AI security
Stateless by Design: Why Smart Systems Don’t Remember Everything
Aaron Wise
Zero data retention is an architectural and ethical choice to process user data without long-term storage, reducing risk and improving trust.
Decentralized Intelligence: Smarter Models, Safer Data, Zero Trust Issues
Aaron Wise
Federated learning trains AI models across decentralized data sources while preserving privacy by sharing only model updates, not raw data.
Privacy by Design: Securing AI from Data Ingestion to Model Deployment
Aaron Wise
Privacy-preserving techniques like differential privacy and federated learning protect data from ingestion to model deployment.