Alternatives and similar repositories for deepTest

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

• ARiSE-Lab / deepTest
  A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles
  ☆81Updated 6 years ago
• matthewwicker / SafeCV
  Vision based algorithms for falsification of convolutional neural networks
  ☆12Updated 7 years ago
• brain-research / tensorfuzz
  A library for performing coverage guided fuzzing of neural networks
  ☆209Updated 6 years ago
• TrustAI / DeepConcolic
  Concolic Testing for Deep Neural Networks
  ☆119Updated 3 years ago
• peikexin9 / deepxplore
  DeepXplore code release
  ☆397Updated 3 years ago
• 0bserver07 / Nvidia-Autopilot-Keras
  Keras Implementation of End to End Learning for Self-Driving Cars by (Baris Kayalibay, Grady Jensen, Patrick van der Smagt)
  ☆96Updated 8 years ago
• dlfaults / taxonomy
  Taxonomy of Real Faults in Deep Learning Systems
  ☆16Updated 5 years ago
• robust-ml / robust-ml.github.io
  A community-run reference for state-of-the-art adversarial example defenses.
  ☆50Updated 7 months ago
• TrustAI / Literature-on-DNN-Verification-and-Testing
  ☆47Updated 6 years ago
• akshaychawla / Adversarial-Examples-in-PyTorch
  Pytorch code to generate adversarial examples on mnist and ImageNet data.
  ☆117Updated 6 years ago
• coinse / sadl
  Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"
  ☆46Updated 2 years ago
• huanzhang12 / CertifiedReLURobustness
  Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://g…
  ☆30Updated 5 years ago
• VeriDeep / DLV
  Safety Verification of Deep Neural Networks
  ☆50Updated 7 years ago
• hfeniser / DeepSmartFuzzer
  Reward Guided Test Generation for Deep Learning
  ☆20Updated 9 months ago
• pfnet-research / nips17-adversarial-attack
  Submission to Kaggle NIPS'17 competition on adversarial examples (non-targeted adversarial attack track)
  ☆148Updated 6 years ago
• sunblaze-ucb / blackbox-attacks
  Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)
  ☆61Updated 7 years ago
• kenny-co / procedural-advml
  Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)
  ☆55Updated 4 years ago
• keon / CodeGAN
  [Deprecated] Source Code Generation using Sequence Generative Adversarial Networks
  ☆74Updated 8 years ago
• bethgelab / adversarial-vision-challenge
  NIPS Adversarial Vision Challenge
  ☆41Updated 6 years ago
• yenchenlin / rl-attack-detection
  Code for "Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight"
  ☆79Updated 7 years ago
• guykatzz / ReluplexCav2017
  ☆102Updated 4 years ago
• QData / AdversarialDNN-Playground
  VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo
  ☆130Updated 2 years ago
• carlini / nn_breaking_detection
  Code corresponding to the paper "Adversarial Examples are not Easily Detected..."
  ☆86Updated 7 years ago
• TrustAI / DeepCover
  Testing Deep Neural Networks
  ☆15Updated 6 years ago
• eth-sri / diffai
  A certifiable defense against adversarial examples by training neural networks to be provably robust
  ☆219Updated 9 months ago
• tcwangshiqi-columbia / ReluVal
  The released code of ReluVal in USENIX Security 2018
  ☆59Updated 5 years ago
• CSAILVision / miniplaces
  MiniPlaces Challenge: an Educational Tool for Deep Learning in Computer Vision
  ☆65Updated 3 years ago
• oval-group / PLNN-verification
  All code for the Piecewise Linear Neural Networks verification: A comparative study paper
  ☆36Updated 6 years ago
• ftramer / ensemble-adv-training
  Ensemble Adversarial Training on MNIST
  ☆121Updated 7 years ago
• DeepImportance / deepimportance_code_release
  ☆24Updated 4 years ago