Author

Al Amin

2 papers indexed here

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Conference Open access Oct 2026

The Safety Exposure Paradox: How Frontier AI Safety Research May Amplify Cyber Risk in Financial Infrastructure

Frontier artificial intelligence laboratories now publish detailed accounts of how their models behave under adversarial pressure: red-team transcripts, capability thresholds, interpretability findings, and responsible-scaling frameworks. These disclosures are widely treated as safety infrastructure, built to keep dang...

Abena Primo, Azubike Okpalaeze, Al Amin et al. · Proceedings of the 7th Natio... · 0 citations

#artificial intelligence Preprint Sep 2026

SENTINEL: A Multi-Pathway Architecture for Detecting Living-Off-the-Land APT Attacks on Windows Command Lines

SENTINEL is presented, a multi-pathway architecture integrating BERT-based semantic encoding, character-level CNN for obfuscation invariance, inter-command attention for multi-stage pattern recognition, and autoencoder-based anomaly scoring, which confirms structural architectural value beyond data-driven robustness al...

Ahad Bin Islam Shoeb, Kamrul Hasan, Jamal Uddin Tanvin et al. · 0 citations