Neighborhood Blending: A Lightweight Inference-Time Defense Against Membership Inference Attacks

Osama Zafar, Shaojie Zhan, Tianxi Ji +1

In recent years, the widespread adoption of Machine Learning as a Service (MLaaS), particularly in sensitive environments, has raised considerable privacy concerns. Of particular i…