Preventing Model Inversion and Membership Inference in Deployed APIs
Defending APIs requires layered controls at training, serving, and boundary levels working together.
Anouk Mercer
Section
Zero-Trust and Provable Data Privacy
4 stories in Zero-Trust and Provable Data Privacy.
Cryptographic Proof of Data Deletion for AI Training Pipelines
Anouk Mercer
Data Residency Enforcement in Multi-Region AI Deployments
Infrastructure must enforce where data lives, not just policy documents.
Lorena Sundqvist
Zero-Trust Architecture for AI Inference Infrastructure
Workload identity and continuous verification replace network perimeters in distributed AI systems.
Anouk Mercer