I have written a proposal for my master thesis on compression for attribute obfuscation. I hope to build on the work of Dubois et al. on Lossy Compression for Lossless Prediction to develop general purpose compressors that produce privacy enabling representations for downstream tasks, with minimal impact on performance.

Read the proposal here. Feel free to reach out with comments/advice/insights.