MD Saifur Rahman Mazumder

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Publication activitypapers/week, last 8 weeks

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Inference & Quantization (1)Red-Teaming & Adversarial Robustness (1)Training Efficiency & Optimization (1)

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Miao Lin (1)Fengyi Yu (1)Daniel Takabi (1)Rui Ning (1)

Papers (1)

Apr 27, 2026

Miao Lin +43w ago

Laplace-Bridged Randomized Smoothing for Fast Certified Robustness

Edge devices can now achieve up to 494x faster certified robustness with Laplace-Bridged Smoothing, making formally verified AI deployments practical in resource-constrained settings.

Miao Lin, MD Saifur Rahman Mazumder, Fengyi Yu +2

Inference & Quantization Red-Teaming & Adversarial Robustness Training Efficiency & Optimization

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MD Saifur Rahman Mazumder

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)