ryderling / DEEPSECLinks
DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model
☆223Updated 6 years ago
Alternatives and similar repositories for DEEPSEC
Users that are interested in DEEPSEC are comparing it to the libraries listed below
Sorting:
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆189Updated 2 years ago
- Trojan Attack on Neural Network☆189Updated 3 years ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆311Updated 5 years ago
- ☆100Updated 5 years ago
- 对抗样本(Adversarial Examples)和投毒攻击(Poisoning Attacks)相关资料☆116Updated 6 years ago
- ☆149Updated last year
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Updated 3 months ago
- A repository to quickly generate synthetic data and associated trojaned deep learning models☆83Updated 2 years ago
- Attacking a dog vs fish classification that uses transfer learning inceptionV3☆73Updated 7 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆59Updated 3 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆61Updated last year
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- 机器学习安全相关论文、代码☆42Updated 6 years ago
- ☆87Updated 2 years ago
- ☆27Updated 5 years ago
- MagNet: a Two-Pronged Defense against Adversarial Examples☆101Updated 7 years ago
- Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize …☆61Updated 6 years ago
- ☆19Updated 3 years ago
- Reference implementation of the PRADA model stealing defense. IEEE Euro S&P 2019.☆34Updated 6 years ago
- Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking …☆103Updated 6 years ago
- 对抗样本☆275Updated 3 years ago
- ☆68Updated 5 years ago
- ☆88Updated 4 years ago
- ☆79Updated 6 years ago
- TrojanZoo is a universal pytorch platform for conducting security researches (especially for backdoor attacks/defenses) for image classif…☆20Updated 4 years ago
- Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)☆48Updated 7 years ago
- Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Counte…☆84Updated 2 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆99Updated 4 years ago
- ☆53Updated 3 years ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Updated 5 years ago