Author

Yauhen Yakimenka

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Open access Sep 2026

Distortion-Constrained Minimax Data Sanitization with Multiple Adversaries

We study a privacy-preserving data-sharing setting where a privatizer transforms private data into a sanitized release observed by an authorized reconstructor and two unauthorized adversaries, each with access to side information correlated with the private data. An adversary is considered stronger when it estimates th...

Amirarsalan Moatazedian, Yauhen Yakimenka, Re-Mi A. Chou et al. · Entropy · 0 citations

Preprint Sep 2026

A Joint Power-Privacy Control Framework for Decentralized Learning over Heterogeneous Wireless Multicasting Networks

In this paper, we propose a decentralized learning framework that incorporates both power control and privacy guarantees. Specifically, we enable a set of clients in a wireless multicast network to jointly train a common model while maintaining a prescribed per-iteration maximum privacy leakage level. The communication...

Amir Ziaeddini, Yauhen Yakimenka, J. Kliewer · 0 citations