most citedRethinking Security in Semantic Communication: Latent Manipulation as a New Threat

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eess.IV2026

HiDE: Hierarchical Dictionary-Based Entropy Modeling for Learned Image Compression

Haoxuan Xiong, Yuanyuan Xu, Kun Zhu +2

Learned image compression (LIC) has achieved remarkable coding efficiency, where entropy modeling plays a pivotal role in minimizing bitrate through informative priors. Existing me…