Frederick Shpilevskiy

According to our database, Frederick Shpilevskiy authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Adaptive Diffusion Denoised Smoothing : Certified Robustness via Randomized Smoothing with Differentially Private Guided Denoising Diffusion.

Frederick Shpilevskiy, Saiyue Lyu, Krishnamurthy Dj Dvijotham, Mathias Lécuyer, Pierre-André Noël

CoRR, July, 2025

2024

Adaptive Randomized Smoothing: Certifying Multi-Step Defences against Adversarial Examples.

Saiyue Lyu, Shadab Shaikh, Frederick Shpilevskiy, Evan Shelhamer, Mathias Lécuyer

CoRR, 2024

Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences.

Saiyue Lyu, Shadab Shaikh, Frederick Shpilevskiy, Evan Shelhamer, Mathias Lécuyer

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction).

Qiaoyue Tang, Frederick Shpilevskiy, Mathias Lécuyer

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024