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Search results for jupyter notebook adversarial attacks
adversarial-attacks
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jupyter-notebook
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43 search results found
Nlpaug
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3,825
Data augmentation for NLP
Robust Physical Attack
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82
Physical adversarial attack for fooling the Faster R-CNN object detector
Tog
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74
Real-time object detection is one of the key applications of deep neural networks (DNNs) for real-world mission-critical systems. While DNN-powered object detection systems celebrate many life-enriching opportunities, they also open doors for misuse and abuse. This project presents a suite of adversarial objectness gradient attacks, coined as TOG, which can cause the state-of-the-art deep object detection networks to suffer from untargeted random attacks or even targeted attacks with three types
Adversarial Learning Robustness
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71
Contains materials for workshops pertaining to adversarial robustness in deep learning.
Winn
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59
Wasserstein Introspective Neural Networks (CVPR 2018 Oral)
Fooling Lime Shap
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47
Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
Adversarial_lab
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45
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
Procedural Advml
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40
Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)
Ijcnn19attacks
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29
Adversarial Attacks on Deep Neural Networks for Time Series Classification
Audio Deepfake Adversarial Attacks
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29
Implementation of "Defense against Adversarial Attacks on Audio DeepFake Detection"
Asrgen
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28
Attacking Speaker Recognition with Deep Generative Models
Advanced Gradient Obfuscating
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25
Take further steps in the arms race of adversarial examples with only preprocessing.
Well Classified Examples Are Underestimated
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24
Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"
Catastrophic Overfitting
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20
Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]
Code Soup
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18
This is a collection of algorithms and approaches used in the book adversarial deep learning
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.
Bluff
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16
Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks
Fgsm Pytorch
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15
A pytorch implementation of "Explaining and harnessing adversarial examples"
Mcs2018_solution
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14
Advpc
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14
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)
Adversarial Ml 101
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13
A beginner friendly repository for getting started with adversarial machine learning in PyTorch
Pgd Pytorch
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13
A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"
Cool Papers In Pytorch
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12
Reimplementing cool papers in PyTorch...
Uap_attack_on_quality_metrics
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11
Universal Perturbation Attack on differentiable no-reference image- and video-quality metrics
Wormholes
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10
Official implementation & data for paper "Strong and Precise Modulation of Human Percepts via Robustified ANNs" (NeurIPS 2023)
Under_convnet
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10
Caffe code for the paper "Adversarial Manipulation of Deep Representations"
Manifoldmixup
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10
ManifoldMixup with support for Interpolated Adversarial training
Snn Adversarial Attacks
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9
Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters
Sgd Uap Torch
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9
Universal Adversarial Perturbations (UAPs) for PyTorch
Ml Talk
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9
📄 [Talk] OFFZONE 2022 / ODS Data Halloween 2022: Black-box attacks on ML models + with use of open-source tools
Adversarial Driving
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8
Adversarial Driving v.s. Autonomous Driving.
Deep Chicken Saviour
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8
using adversarial attacks to confuse deep-chicken-terminator 🛡️ 🐔
Ipnn Pytorch
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7
A pytorch implementation of "Intriguing properties of neural networks"
Adversarial Attack On 3d U Net Model Brain Tumour Segmentation.
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7
Adversarial Attack on 3D U-Net model: Brain Tumour Segmentation.
Facpa
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7
Fast Adversarial CNN-based Perturbation Attack on no-reference image- and video-quality metrics
Packet_captor_sakura
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7
Research code for "Improving Meek With Adversarial Techniques"
Asradversarialattacks
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6
An ASR (Automatic Speech Recognition) adversarial attack repository.
Adversarial Machine Learning
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6
Taller de Adversarial Machine Learning
Cw Pytorch
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6
A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"
Adversarial Machine Learning
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6
Hands-on tutorial on adversarial examples 😈. With Streamlit app ❤️.
Interval Bound Propagation Chainer
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5
Sven Gowal et al., Scalable Verified Training for Provably Robust Image Classification, ICCV 2019
Cvpr22w_robustnessthroughthelens
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5
Official repository of our submission "Adversarial Robustness through the Lens of Convolutional Filters" for the CVPR2022 Workshop "The Art of Robustness: Devil and Angel in Adversarial Machine Learning Workshop"
Sgattack
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5
Official Repository for "Adversarial Attack on Large Scale Graph." [TKDE 2021]
Mcs_2018_adversarial_attack
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5
MCS 2018. Adversarial Attacks on Black Box Face Recognition
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