ryderling / DEEPSECLinks
DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model
☆217Updated 6 years ago
Alternatives and similar repositories for DEEPSEC
Users that are interested in DEEPSEC are comparing it to the libraries listed below
Sorting:
- Trojan Attack on Neural Network☆184Updated 3 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆187Updated 2 years ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆296Updated 5 years ago
- ☆146Updated 9 months ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆292Updated 11 months ago
- A repository to quickly generate synthetic data and associated trojaned deep learning models☆78Updated 2 years ago
- ☆99Updated 4 years ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- 对抗样本（Adversarial Examples）和投毒攻击（Poisoning Attacks）相关资料☆117Updated 6 years ago
- Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking …☆103Updated 5 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆57Updated 8 months ago
- ☆49Updated 4 years ago
- MagNet: a Two-Pronged Defense against Adversarial Examples☆100Updated 6 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆70Updated 7 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆179Updated 2 years ago
- ☆79Updated 5 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆59Updated 3 years ago
- ☆85Updated 4 years ago
- 对抗样本☆268Updated 2 years ago
- 机器学习安全相关论文、代码☆41Updated 5 years ago
- Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize …☆62Updated 6 years ago
- ☆66Updated 4 years ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Updated 4 years ago
- Detecting Adversarial Examples in Deep Neural Networks☆67Updated 7 years ago
- ☆66Updated 6 years ago
- TrojanZoo is a universal pytorch platform for conducting security researches (especially for backdoor attacks/defenses) for image classif…☆19Updated 4 years ago
- ☆18Updated 3 years ago
- A curated list of awesome resources for adversarial examples in deep learning☆264Updated 4 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆47Updated 6 years ago
- Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)☆47Updated 5 years ago