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Author

N. Mikaeilvand

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Sep 2026

A hybrid graph- and sequence-based deep learning framework for behavioral analysis of metamorphic malware

This paper investigates a unified behavioral analysis framework that combines temporal and structural representations of Windows API call sequences: a sequential view based on learned API n-gram representations and a Bidirectional LSTM (BiLSTM) encoder, a structural view derived from the API transition graph, and a mul...

Parisa Golabvand, N. Mikaeilvand, Abbas Mirzaei et al. · 0 citations
Review Aug 2026

DeepOpTED: An intelligent deep operator network for text emotion recognition

This is the first application of DeepONet to textual emotion recognition, introducing a fundamentally different perspective on function approximation in language understanding tasks and suggesting that DeepONet can serve as a robust alternative framework for capturing and modeling complex relationships in natural langu...

Baharak Ahmadipoor, Abbas Mirzaei, Babak Nouri-Moghaddam et al. · 0 citations

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