Alternatives and similar repositories for mlsec

Users that are interested in mlsec are comparing it to the libraries listed below

• pralab / secml
  A Python library for Secure and Explainable Machine Learning
  ☆176Updated 4 months ago
• ZhengyuZhao / AI-Security-and-Privacy-Events
  A curated list of academic events on AI Security & Privacy
  ☆152Updated 9 months ago
• trailofbits / PrivacyRaven
  Privacy Testing for Deep Learning
  ☆205Updated last year
• bfilar / malware_rl
  Malware Bypass Research using Reinforcement Learning
  ☆105Updated last year
• pralab / secml_malware
  Create adversarial attacks against machine learning Windows malware detectors
  ☆221Updated last month
• IBM / URET
  Universal Robustness Evaluation Toolkit (for Evasion)
  ☆31Updated 3 weeks ago
• Lab41 / cyphercat
  Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking …
  ☆103Updated 5 years ago
• usnistgov / trojai-literature
  ☆144Updated 7 months ago
• joyce8 / MalDICT
  Malware datasets tagged by behavior, platform, vulnerability, and packer
  ☆25Updated last year
• ClonedOne / MalwareBackdoors
  Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers
  ☆59Updated 3 years ago
• pralab / secml-torch
  SecML-Torch: A Library for Robustness Evaluation of Deep Learning Models
  ☆51Updated 2 months ago
• google-research / selfstudy-adversarial-robustness
  ☆124Updated 3 years ago
• gnipping / Awesome-ML-SP-Papers
  A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…
  ☆268Updated 6 months ago
• weisong-ucr / MAB-malware
  MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…
  ☆46Updated last month
• Azure / 2020-machine-learning-security-evasion-competition
  2020 Machine Learning Security Evasion Competition
  ☆49Updated 4 years ago
• mmalekzadeh / honest-but-curious-nets
  Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)
  ☆17Updated 2 years ago
• msrocean / continual-learning-malware
  This repository contains code and data of the paper **On the Limitations of Continual Learning for Malware Classification**, accepted to …
  ☆17Updated last year
• Alexander-H-Liu / MalConv-Pytorch
  Pytorch implementation of MalConv
  ☆71Updated 3 years ago
• Azure / 2021-machine-learning-security-evasion-competition
  ☆19Updated 3 years ago
• dtrizna / nebula
  Transformer Neural Network from Dynamic Malware Detection
  ☆31Updated 10 months ago
• twosixlabs / armory
  ARMORY Adversarial Robustness Evaluation Test Bed
  ☆181Updated last year
• spring-epfl / mia
  A library for running membership inference attacks against ML models
  ☆147Updated 2 years ago
• trojai / trojai
  A repository to quickly generate synthetic data and associated trojaned deep learning models
  ☆77Updated last year
• AdamtayZzz / AI-security-related-paper-list
  Papers I have collected and read in undergraduate and graduate period
  ☆51Updated last year
• stratosphereips / awesome-ml-privacy-attacks
  An awesome list of papers on privacy attacks against machine learning
  ☆608Updated last year
• FutureComputing4AI / MalConv2
  Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection
  ☆62Updated 4 years ago
• Koukyosyumei / AIJack
  Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
  ☆388Updated last month
• endgameinc / malware_evasion_competition
  ☆79Updated 5 years ago
• ain-soph / trojanzoo
  TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…
  ☆290Updated 9 months ago
• ZaydH / MalwareGAN
  Adversarial Malware Generator Using GANs
  ☆54Updated 10 months ago