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 3 months ago
• trailofbits / PrivacyRaven
  Privacy Testing for Deep Learning
  ☆204Updated last year
• ZhengyuZhao / AI-Security-and-Privacy-Events
  A curated list of academic events on AI Security & Privacy
  ☆150Updated 8 months ago
• bfilar / malware_rl
  Malware Bypass Research using Reinforcement Learning
  ☆104Updated last year
• pralab / secml_malware
  Create adversarial attacks against machine learning Windows malware detectors
  ☆220Updated 3 weeks 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
• IBM / URET
  Universal Robustness Evaluation Toolkit (for Evasion)
  ☆31Updated last week
• ClonedOne / MalwareBackdoors
  Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers
  ☆59Updated 3 years ago
• usnistgov / trojai-literature
  ☆144Updated 7 months ago
• surrealyz / pdfclassifier
  On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542
  ☆29Updated 3 years ago
• twosixlabs / armory
  ARMORY Adversarial Robustness Evaluation Test Bed
  ☆180Updated last year
• google-research / selfstudy-adversarial-robustness
  ☆123Updated 3 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
• 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
• pralab / secml-torch
  SecML-Torch: A Library for Robustness Evaluation of Deep Learning Models
  ☆49Updated 2 months ago
• Lab41 / cyphercat
  Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking …
  ☆103Updated 5 years ago
• Azure / 2021-machine-learning-security-evasion-competition
  ☆19Updated 3 years ago
• lve-org / lve
  A repository of Language Model Vulnerabilities and Exposures (LVEs).
  ☆109Updated last year
• Henrygwb / Explaining-DL
  ☆55Updated 5 years ago
• FutureComputing4AI / MalConv2
  Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection
  ☆62Updated 4 years ago
• pwwl / enhanced-binary-diversification
  Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"
  ☆51Updated last year
• AI-secure / Meta-Nerual-Trojan-Detection
  ☆65Updated 4 years ago
• pralab / IndicatorsOfAttackFailure
  Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples
  ☆19Updated 2 years ago
• Azure / 2020-machine-learning-security-evasion-competition
  2020 Machine Learning Security Evasion Competition
  ☆49Updated 4 years ago
• stratosphereips / awesome-ml-privacy-attacks
  An awesome list of papers on privacy attacks against machine learning
  ☆599Updated last year
• yanminglai / Malware-GAN
  Realization of paper: "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN" 2017
  ☆123Updated 6 years ago
• trailofbits / awesome-ml-security
  ☆128Updated 2 weeks 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…
  ☆44Updated last month
• endgameinc / malware_evasion_competition
  ☆79Updated 5 years ago