Sharma, Vivek

Decouple-and-Sample: Protecting sensitive information in task agnostic data release

2022 · arXiv (Cornell University)

We propose sanitizer, a framework for secure and task-agnostic data release. While releasing datasets continues to make a big impact in various applications of computer vision, its impact is mostly realized when data sharing is …