testingautomated-usi / surprise-adequacy

Related projects ⓘ

Alternatives and complementary repositories for surprise-adequacy

• testingautomated-usi / deepjanus
  Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"
  ☆15Updated 4 months ago
• testingautomated-usi / dnn-tip
  A collection of dnn test input prioritizers often used as benchmarks in recent literature.
  ☆14Updated last year
• UCLA-SEAL / DeepLearningTest
  Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)
  ☆10Updated 3 years 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…
  ☆44Updated last year
• dlfaults / deepcrime
  DeepCrime - Mutation Testing Tool for Deep Learning Systems
  ☆13Updated last year
• dlfaults / taxonomy
  Taxonomy of Real Faults in Deep Learning Systems
  ☆16Updated 4 years ago
• Testing4AI / RobOT
  Code release for RobOT (ICSE'21)
  ☆15Updated last year
• swa112003 / DistributionAwareDNNTesting
  ☆9Updated 3 years ago
• hfeniser / DeepSmartFuzzer
  Reward Guided Test Generation for Deep Learning
  ☆20Updated 3 months ago
• testingautomated-usi / selforacle
  The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator
  ☆22Updated 3 years ago
• Wardat-ISU / DeepLocalize
  DeepLocalize: Fault Localization for Deep NeuralNetworks
  ☆25Updated 3 years ago
• TrustAI / testRNN
  Coverage-Guided Testing of Long Short-Term Memory (LSTM) Networks
  ☆18Updated 3 years ago
• testingautomated-usi / DeepHyperion
  ☆9Updated last year
• deepgini / deepgini
  ☆18Updated 5 years ago
• ZhenlanJi / DL_CC
  CC: Causality-Aware Coverage Criterion for Deep Neural Networks
  ☆10Updated last year
• DeepImportance / deepimportance_code_release
  ☆24Updated 3 years ago
• dgl-prc / m_testing_adversatial_sample
  ☆24Updated 4 years ago
• RU-System-Software-and-Security / CovTesting
  DNN Coverage Based Testing Study
  ☆16Updated 4 years ago
• ARiSE-Lab / deepTest
  A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles
  ☆79Updated 5 years ago
• Lizn-zn / DNNOpAcc
  ☆9Updated last year
• self-checker / SelfChecker
  ICSE2021 Submission
  ☆12Updated 2 years ago
• tcwangshiqi-columbia / Neurify
  The released code of Neurify in NIPS 2018
  ☆46Updated last year
• ALFA-group / adversarial-code-generation
  [ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shi…
  ☆26Updated 3 years ago
• IBM / CROWN-Robustness-Certification
  CROWN: A Neural Network Verification Framework for Networks with General Activation Functions
  ☆38Updated 5 years ago
• fabriceyhc / mode_nn_debugging
  MODE: Automated Neural Network Model Debugging via State Differential Analysis and Input Selection - Replication Project
  ☆15Updated last year
• tcwangshiqi-columbia / ReluVal
  The released code of ReluVal in USENIX Security 2018
  ☆56Updated 4 years ago
• longph1989 / Socrates
  ☆26Updated last year
• ArabelaTso / DeepFD
  The repository of "DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs"
  ☆15Updated 2 years ago
• tcwangshiqi-columbia / Interval-Attack
  Interval attacks (adversarial ML)
  ☆21Updated 5 years ago