rookiedata1 / Keras-CNN-mnist-classificationLinks
LeNet, AleNet, VGGNet, GoogleNet, ResNet are used for MNIST dataset based on keras.
☆15Updated 6 years ago
Alternatives and similar repositories for Keras-CNN-mnist-classification
Users that are interested in Keras-CNN-mnist-classification are comparing it to the libraries listed below
Sorting:
- 百度AI安全对抗赛第一名团队示例代码,基于官方给出的PGD修改,主要内容为L2-PGD+EOT。☆11Updated 4 years ago
- practice on CIFAR10 with Keras☆43Updated 7 years ago
- ☆79Updated 5 years ago
- A pytorch implementation of "Explaining and harnessing adversarial examples"☆67Updated 6 years ago
- Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]☆28Updated 3 years ago
- The FGSM, DeepFool and CW Adversarial Attacks with TensorFlow 2.0☆28Updated 2 years ago
- This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defe…☆134Updated 4 years ago
- Implemention of Fast Gradient Sign Method for generating adversarial examples in Keras☆45Updated 6 years ago
- AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool☆57Updated 6 years ago
- 基于PyTorch使用迁移学习完成项目☆60Updated 7 years ago
- 机器学习安全相关论文、代码☆42Updated 6 years ago
- Robustness vs Accuracy Survey on ImageNet☆98Updated 4 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆98Updated 4 years ago
- Using relativism to improve GAN-based Adversarial Attacks. 🦾☆44Updated 2 years ago
- The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)☆36Updated 5 years ago
- 对抗样本(Adversarial Examples)和投毒攻击(Poisoning Attacks)相关资料☆117Updated 6 years ago
- Using FGSM, I-FGSM and MI-FGSM to generate and evaluate adversarial samples.☆12Updated 6 years ago
- Adversarial Examples: Attacks and Defenses for Deep Learning☆32Updated 7 years ago
- Pytorch code for ens_adv_train☆15Updated 6 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆133Updated 7 years ago
- A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)☆91Updated 6 years ago
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆111Updated 7 years ago
- EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples☆40Updated 6 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆251Updated 5 years ago
- Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project☆68Updated 6 years ago
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆74Updated 7 years ago
- A novel data-free model stealing method based on GAN☆129Updated 2 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆28Updated 6 years ago
- Adversarial Attacks and Defenses of Image Classifiers, NIPS 2017 competition track☆45Updated 7 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆167Updated 5 years ago