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04 / 06 · 2026

PhishGuard 2.0 Model Trainer

PhishGuard 2.0 Model Trainer cover

Developed a phishing-URL training pipeline that harmonizes more than 1.2 million labeled records and extracts 30 lexical and domain-specific security features.

Combined LightGBM, a PyTorch residual network, and character n-gram TF-IDF models through calibrated mixture-of-experts scoring with CPU fallback and FP16 GPU support.

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Multi-Modal Binary Malware Analysis

Multi-Modal Binary Malware Analysis cover