Privacy-Preserving Deep Joint Source-Channel Coding with In-Loop Concept Erasure
LEAPSC (LEACE-in-the-loop privacy for semantic communication), whose core contribution is the integration of in-loop least-squares concept erasure (LEACE) within a variational information bottleneck (VIB) encoder, improves robustness across channel conditions and over the high-leakage tail of samples.
Rami Eid, Maria Slim, Mariette Awad et al.
· 0 citations