Author

Yi-Ting Lin

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Open access Oct 2026

Cryptanalysis and Improvement of an Image Cryptosystem via Chaotic Synchronization and Artificial Neural Networks in Modified OTP Scheme

Chaos-based image ciphers may exhibit favorable statistical metrics while retaining a recoverable algebraic structure. We analyze the modified one-time-pad image cryptosystem of Stoycheva et al., which combines static, Chua-system-derived, and neural masks with channel-wise shuffling and XOR. For observations sharing a...

Yi-Ting Lin, Xi-Yuan Cheng, Yun-Long Liao et al. · Applied Informatics · 0 citations

Open access Sep 2026

Explicit Future Pattern-Enhanced Multivariate Time Series Forecasting

Ex explicit future pattern (EFP)-enhanced forecasting is proposed, which represents evolution as a multiscale change from the last observed pattern and supports the roles of dynamic multiscale evolution, frequency information, and mixed training.

Yao-Kang Li, Yu-Nan Wei, Jing Cai et al. · Entropy · 0 citations