[CVPR23] "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations" by Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho.
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Aug 28, 2024 - Python
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robustness-assessment
Here are 9 public repositories matching this topic...
Sinkhorn Adversarial Training (SAT): Optimal Transport as a Defense Against Adversarial Attacks
optimal-transport adversarial-training adversarial-defense sinkhorn-divergences robustness-assessment
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Mar 29, 2021 - Python
Pipeline for testing drug response prediction models in a statistically and biologically sound way.
training workflow machine-learning bioinformatics deep-learning pipeline nextflow reproducible-research cross-validation drugs hyperparameter-tuning generalization cell-lines fair-principles nf-core robustness-assessment drug-response-prediction drug-response randomization-tests
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Dec 20, 2024 - Nextflow
This repository consists the code for the paper titled Introspective Learning : A Two-Stage Approach for Inference in Neural Networks
machine-learning deep-learning calibration active-learning introspective-neural-networks neural-network-visualizations out-of-distribution-detection robustness-assessment
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Sep 26, 2022 - Python
Code for "FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems" @ CVPR 2021
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Jun 8, 2024 - Python
LLMs Robustness Evaluation on Sentiment Analysis task
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Apr 2, 2024 - Jupyter Notebook
Test the Robustness of DAISIE to Geodynamics and Traits
r pipeline r-package maximum-likelihood-estimation island-biogeography birth-death-process robustness-assessment
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Jun 11, 2024 - R
This github repository contains the official code for the papers, "Robustness Assessment for Adversarial Machine Learning: Problems, Solutions and a Survey of Current Neural Networks and Defenses" and "One Pixel Attack for Fooling Deep Neural Networks"
deep-neural-networks deep-learning neural-network paper differential-evolution adversarial-search evolutionary-algorithm robustness cmaes adversarial-machine-learning adversarial-defence adversarial-attack pixel-attack robustness-verification robustness-experiments threshold-attack dual-quality-assessment robustness-assessment danilo-vasconcellos-vargas shashank-kotyan
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Dec 17, 2023 - Python
GuardAI Adversarial Security Assessment Platform for AI API client
machine-learning computer-vision api-client robustness adversarial-machine-learning robustness-assessment
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Oct 14, 2022 - Python
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