pralab / secmlLinks
A Python library for Secure and Explainable Machine Learning
☆190Updated 6 months ago
Alternatives and similar repositories for secml
Users that are interested in secml are comparing it to the libraries listed below
Sorting:
- PhD/MSc course on Machine Learning Security (Univ. Cagliari)☆222Updated last week
- SecML-Torch: A Library for Robustness Evaluation of Deep Learning Models☆101Updated last month
- A curated list of academic events on AI Security & Privacy☆167Updated last year
- Privacy Testing for Deep Learning☆211Updated 3 months ago
- ARMORY Adversarial Robustness Evaluation Test Bed☆187Updated last year
- A repository to quickly generate synthetic data and associated trojaned deep learning models☆84Updated 2 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Updated 3 years ago
- ☆130Updated 4 years ago
- 💡 Adversarial attacks on explanations and how to defend them☆330Updated last year
- This repository contains code and data of the paper **On the Limitations of Continual Learning for Malware Classification**, accepted to …☆19Updated last year
- ☆151Updated last year
- An awesome list of papers on privacy attacks against machine learning☆632Updated last year
- Create adversarial attacks against machine learning Windows malware detectors☆240Updated 3 weeks ago
- Universal Robustness Evaluation Toolkit (for Evasion)☆32Updated 3 months ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Updated 4 months ago
- Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples☆19Updated 3 years ago
- Copycat CNN☆28Updated last year
- Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking …☆103Updated 6 years ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆312Updated 5 years ago
- DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model☆226Updated 6 years ago
- A unified benchmark problem for data poisoning attacks☆161Updated 2 years ago
- Malware Bypass Research using Reinforcement Learning☆107Updated last year
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆317Updated last month
- A repository of Language Model Vulnerabilities and Exposures (LVEs).☆112Updated last year
- Source code for the Energy-Latency Attacks via Sponge Poisoning paper.☆15Updated 3 years ago
- Papers I have collected and read in undergraduate and graduate period☆53Updated 2 years ago
- ☆26Updated last year
- a CLI that provides a generic automation layer for assessing the security of ML models☆899Updated 5 months ago
- A library for running membership inference attacks against ML models☆152Updated 3 years ago
- Implementations of data poisoning attacks against neural networks and related defenses.☆101Updated last year