Author

Surendra Solanki

2 papers indexed here

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Open access Oct 2026

Design of an improved validation model with dynamic attribution and graph-based anomaly analysis for malware forensics

The increasing sophistication and polymorphic nature of malware necessitate intelligent, adaptive forensic frameworks that go beyond static rule-based detection. In particular, the traditional techniques for evidence collection and analysis would not catch the evolving behaviors of advanced malware, lack context-aware...

Rijvan Beg, R. Pateriya, D. Tomar et al. · Discover Computing · 0 citations

Open access Aug 2026

Context-aware image captioning using cosine transformer attention and optimal vision transformer with improved walrus optimization algorithm

A new encoder-decoder architecture, that utilizes optimal vision transformer + attention to the transformer by using cosine distance in order to get more context by providing better mapping and outputs with better contextual details and flow of natural language, semantic fidelity.

Madhvi Patel, Dhirendra Pratap Singh, Jaytrilok Choudhary et al. · Scientific Reports · 0 citations