Alternatives and similar repositories for surprise-adequacy:

Users that are interested in surprise-adequacy are comparing it to the libraries listed below

• testingautomated-usi / deepjanus
  Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"
  ☆16Updated 8 months ago
• coinse / sadl
  Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"
  ☆46Updated 2 years ago
• testingautomated-usi / uncertainty-wizard
  Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networ…
  ☆45Updated last year
• testingautomated-usi / dnn-tip
  A collection of dnn test input prioritizers often used as benchmarks in recent literature.
  ☆16Updated 2 years ago
• TrustAI / testRNN
  Coverage-Guided Testing of Long Short-Term Memory (LSTM) Networks
  ☆18Updated 4 years ago
• UCLA-SEAL / DeepLearningTest
  Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)
  ☆10Updated 3 years ago
• deepgini / deepgini
  ☆18Updated 5 years ago
• hfeniser / DeepSmartFuzzer
  Reward Guided Test Generation for Deep Learning
  ☆20Updated 7 months ago
• swa112003 / DistributionAwareDNNTesting
  ☆10Updated 4 years ago
• dlfaults / taxonomy
  Taxonomy of Real Faults in Deep Learning Systems
  ☆16Updated 5 years ago
• Testing4AI / RobOT
  Code release for RobOT (ICSE'21)
  ☆15Updated 2 years ago
• dlfaults / deepcrime
  DeepCrime - Mutation Testing Tool for Deep Learning Systems
  ☆15Updated last year
• testingautomated-usi / selforacle
  The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator
  ☆22Updated 3 years ago
• IBM / CROWN-Robustness-Certification
  CROWN: A Neural Network Verification Framework for Networks with General Activation Functions
  ☆38Updated 6 years ago
• Lizn-zn / DNNOpAcc
  ☆10Updated 2 years ago
• DeepImportance / deepimportance_code_release
  ☆24Updated 4 years ago
• tcwangshiqi-columbia / Neurify
  The released code of Neurify in NIPS 2018
  ☆49Updated 2 years ago
• testingautomated-usi / DeepHyperion
  ☆8Updated last year
• VeriDeep / DLV
  Safety Verification of Deep Neural Networks
  ☆50Updated 7 years ago
• RU-System-Software-and-Security / CovTesting
  DNN Coverage Based Testing Study
  ☆16Updated 4 years ago
• MadryLab / relu_stable
  ☆26Updated 2 years ago
• dgl-prc / m_testing_adversatial_sample
  ☆24Updated 4 years ago
• tcwangshiqi-columbia / ReluVal
  The released code of ReluVal in USENIX Security 2018
  ☆59Updated 5 years ago
• stanleybak / vnncomp2021
  VNN Neural Network Verification Competition 2021
  ☆36Updated 3 years ago
• ARiSE-Lab / deepTest
  A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles
  ☆81Updated 6 years ago
• yangzhou6666 / Beyond-Accurate-Code-Models
  A collection of publications that works on code models but beyond focusing on the accuracies.
  ☆13Updated last year
• Wardat-ISU / DeepLocalize
  DeepLocalize: Fault Localization for Deep NeuralNetworks
  ☆25Updated 4 years ago
• IBM / CLEVER-Robustness-Score
  Codes for reproducing the robustness evaluation scores in “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approac…
  ☆52Updated 6 years ago
• eth-sri / deepg
  Certifying Geometric Robustness of Neural Networks
  ☆16Updated 2 years ago
• TrustAI / DeepConcolic
  Concolic Testing for Deep Neural Networks
  ☆119Updated 3 years ago