Safety1d ago
Privacy Gaps In Private AI Inference
Local execution of Siri does not guarantee total data privacy. Side-channel attacks and memory leaks allow sophisticated actors to extract sensitive weights or user inputs from hardware. This vulnerability persists despite on-device processing. Developers must implement stricter memory isolation to prevent these leaks from compromising user confidentiality in future agentic deployments.