Protein Folding Neural Networks Are Not Robust

Protein Folding Neural Networks Are Not Robust

9 September 2021

Sumit Kumar Jha

Arvind Ramanathan

Alvaro Velasquez

Papers citing "Protein Folding Neural Networks Are Not Robust"

9 / 9 papers shown

Title
Data Augmentation for Image Classification using Generative AI Fazle Rahat M Shifat Hossain Md Rubel Ahmed Sumit Kumar Jha Rickard Ewetz VLM 64 4 0 31 Aug 2024
Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving Matthias Zeller Susmit Jha Patrick Lincoln Jens Behley Alvaro Velasquez Rickard Ewetz C. Stachniss LRM 27 7 0 28 Sep 2023
Neural Stochastic Differential Equations for Robust and Explainable Analysis of Electromagnetic Unintended Radiated Emissions Sumit Kumar Jha Susmit Jha Rickard Ewetz Alvaro Velasquez 21 2 0 27 Sep 2023
AF2-Mutation: Adversarial Sequence Mutations against AlphaFold2 on Protein Tertiary Structure Prediction Zhong Yuan Tao Shen Sheng Xu Leiye Yu R. Ren S. Sun 32 2 0 15 May 2023
On the Robustness of AlphaFold: A COVID-19 Case Study Ismail R. Alkhouri Sumit Kumar Jha Andre Beckus George Atia Alvaro Velasquez Rickard Ewetz Arvind Ramanathan Susmit Jha AAML 33 3 0 10 Jan 2023
Benchmarking Machine Learning Robustness in Covid-19 Genome Sequence Classification Sarwan Ali Bikram Sahoo Alexander Zelikovskiy Pin-Yu Chen Murray Patterson OOD AAML 32 19 0 18 Jul 2022
Anti-virus Autobots: Predicting More Infectious Virus Variants for Pandemic Prevention through Deep Learning Glenda Tan Hui En K. Erhn Bingquan Shen 28 0 0 30 May 2022
Mind the box: $l_1$ -APGD for sparse adversarial attacks on image classifiers Francesco Croce Matthias Hein AAML 52 54 0 01 Mar 2021
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 234 681 0 19 Oct 2020