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Search results for robustness adversarial machine learning
adversarial-machine-learning
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robustness
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21 search results found
Advertorch
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1,273
A Toolbox for Adversarial Robustness Research
Auto_lirpa
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265
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
Awesome Trustworthy Deep Learning
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254
A curated list of trustworthy deep learning papers. Daily updating...
Adversarial Explainable Ai
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235
💡 Adversarial attacks on explanations and how to defend them
Free_adv_train
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95
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
Crown Ibp
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64
Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).
Robust Local Lipschitz
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50
A Closer Look at Accuracy vs. Robustness
Adversarial Distributional Training
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31
Adversarial Distributional Training (NeurIPS 2020)
Beta Crown
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23
β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification
Smoothing Consistency
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19
Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)
Robustarchitecturesearch
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18
This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"
Adversarial Nonparametrics
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17
Robustness for Non-Parametric Classification: A Generic Attack and Defense
Bert Probe
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16
BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipes of implicit and explicit defenses against character-level attacks.
Contrastive Poisoning
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12
[ICLR 2023, Spotlight] Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning
Robust Principles
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12
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs
Dynamic_adv_training
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11
Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"
Sa_dqn
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10
[NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning
Gcp Crown
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8
The official repo for GCP-CROWN paper
Hybrid_augment
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7
[ICCV 2023] HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness
Sa_ppo
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6
[NeurIPS 2020 Spotlight] State-adversarial PPO for robust deep reinforcement learning
Glot
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5
Global-Local Regularization Via Distributional Robustness (AISTATS 2023)
1-21 of 21 search results
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