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A Recipe for Improved Certifiable Robustness

v1v2 (latest)

A Recipe for Improved Certifiable Robustness

4 October 2023

Matt Fredrikson

ArXiv (abs)PDF HTML Github (10★)

Papers citing "A Recipe for Improved Certifiable Robustness"

5 / 5 papers shown

LOTOS: Layer-wise Orthogonalization for Training Robust Ensembles

LOTOS: Layer-wise Orthogonalization for Training Robust Ensembles

Varun Chandrasekaran

346

1

0

07 Oct 2024

Towards Universal Certified Robustness with Multi-Norm Training

Towards Universal Certified Robustness with Multi-Norm Training

Gagandeep Singh

Gagandeep Singh

631

2

0

03 Oct 2024

Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted
Activations

Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted ActivationsInternational Conference on Learning Representations (ICLR), 2024

Aaron J. Havens

Alexandre Araujo

Farshad Khorrami

Frank Allgöwer

348

7

0

25 Jan 2024

$Is Certifying $\ell_p$ Robustness Still Worthwhile?$

\ell_p

Robustness Still Worthwhile?

Corina S. Pasareanu

Matt Fredrikson

302

1

0

13 Oct 2023

A Unified Algebraic Perspective on Lipschitz Neural Networks

A Unified Algebraic Perspective on Lipschitz Neural NetworksInternational Conference on Learning Representations (ICLR), 2023

Alexandre Araujo

Aaron J. Havens

Blaise Delattre

303

67

0

06 Mar 2023

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