Oct 2026
A lightweight and robust enhanced scheme for coverless image steganography against geometric attacks
Li-Quan Chen, Wen-Xin Liu, Yi-Fan Guo et al.
· Multimedia Systems · 0 citations
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Jul 2026
When T2I Synthetic Data Backfires: Amplified Privacy Risks in Real-Synthetic Mix Training
This work reveals, for the first time, that RSMT can substantially amplify privacy leakage of these real training samples, and proposes a lightweight leakage propensity indicator computable from real data alone that reliably identifies high-risk datasets unsuitable for entering RSMT, as a self-assessable mitigation.
Na Li, Boyu Kuang, Hongsheng Hu et al.
· arXiv.org · 0 citations