[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
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
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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Nov 15, 2024 - Nextflow
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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