Saifullah Shoaib

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Computer Vision (1)Interpretability & Mechanistic Interp (1)

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Akash Borigi (1)Rupendra Lekkala (1)A. Lendasse (1)Edward R. Ratner (1)

Papers (1)

Aug 27, 2026

Affiliation:2d ago

Hierarchical Channel Stacking: A Structured Decision Framework for AI-Generated Image Detection

HCS not only detects AI-generated images with high accuracy but also reveals how different generation methods influence detection decisions through a structured analysis of CNN activations.

Saifullah Shoaib, Akash Borigi, Rupendra Lekkala +5

Computer Vision Interpretability & Mechanistic Interp

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Saifullah Shoaib

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)