Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models

13 November 2023

Papers citing "Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models"

9 / 9 papers shown

Title
Diffusion Models for Adversarial Purification Weili Nie Brandon Guo Yujia Huang Chaowei Xiao Arash Vahdat Anima Anandkumar WIGM 245 439 0 16 May 2022
Robust Event Classification Using Imperfect Real-world PMU Data Yunchuan Liu Lei Yang Amir Ghasemkhani H. Livani Virgilio Centeno Pin-Yu Chen Junshan Zhang 93 23 0 19 Oct 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 163 7,763 0 11 May 2021
Maximum Likelihood Training of Score-Based Diffusion Models Yang Song Conor Durkan Iain Murray Stefano Ermon DiffM 120 657 0 22 Jan 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 284 6,401 0 26 Nov 2020
Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks Francesco Croce Matthias Hein AAML 209 1,835 0 03 Mar 2020
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models Pouya Samangouei Maya Kabkab Rama Chellappa AAML GAN 82 1,176 0 17 May 2018
Towards Evaluating the Robustness of Neural Networks Nicholas Carlini D. Wagner OOD AAML 207 8,533 0 16 Aug 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 517 5,885 0 08 Jul 2016