Alternatives and similar repositories for DNNOpAcc

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

• Testing4AI / RobOT
  Code release for RobOT (ICSE'21)
  ☆15Updated 3 years ago
• deepgini / deepgini
  ☆19Updated 6 years ago
• TrustAI / testRNN
  Coverage-Guided Testing of Long Short-Term Memory (LSTM) Networks
  ☆18Updated 5 years ago
• longph1989 / Socrates
  ☆26Updated 2 years ago
• dgl-prc / m_testing_adversatial_sample
  ☆27Updated 5 years ago
• ZhenlanJi / DL_CC
  CC: Causality-Aware Coverage Criterion for Deep Neural Networks
  ☆12Updated 2 years ago
• tcwangshiqi-columbia / symbolic_interval
  The library for symbolic interval
  ☆22Updated 5 years ago
• coinse / sadl
  Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"
  ☆50Updated 3 years ago
• DeepImportance / deepimportance_code_release
  ☆25Updated 4 years ago
• self-checker / SelfChecker
  ICSE2021 Submission
  ☆13Updated 3 years ago
• TrustAI / DeepConcolic
  Concolic Testing for Deep Neural Networks
  ☆119Updated 4 years ago
• llylly / RANUM
  [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.
  ☆13Updated 2 years ago
• surrealyz / verified-global-properties
  Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf
  ☆28Updated 4 years ago
• TrustAI / DeepCover
  Testing Deep Neural Networks
  ☆15Updated 7 years ago
• ARiSE-Lab / DeepInspect
  DeepInspect code release
  ☆11Updated 5 years ago
• ForeverZyh / DEBAR
  This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…
  ☆25Updated 5 years ago
• kupl / adapt
  ADAPT is the open source white-box testing framework for deep neural networks
  ☆22Updated 2 years ago
• klasleino / gloro
  Library for training globally-robust neural networks.
  ☆31Updated 5 months ago
• tcwangshiqi-columbia / ReluVal
  The released code of ReluVal in USENIX Security 2018
  ☆60Updated 5 years ago
• swa112003 / DistributionAwareDNNTesting
  ☆10Updated 4 years ago
• testingautomated-usi / deepjanus
  Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"
  ☆15Updated last year
• turned2670 / DLFuzz
  DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems
  ☆52Updated 7 years ago
• hfeniser / DeepSmartFuzzer
  Reward Guided Test Generation for Deep Learning
  ☆21Updated last year
• yuanchun-li / ModelDiff
  ☆19Updated 4 years ago
• Jacob-yen / GRIST
  This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…
  ☆15Updated 3 years ago
• Jacob-yen / LEMON
  This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.
  ☆55Updated 2 years ago
• shiningrain / AUTOTRAINER
  An Automatic DNN TrainingProblem Detection and Repair System
  ☆20Updated 2 years ago
• RU-System-Software-and-Security / CovTesting
  DNN Coverage Based Testing Study
  ☆16Updated 5 years ago
• zbchern / awesome-machine-learning-reliability
  A curated list of awesome resources regarding machine learning reliability.
  ☆31Updated 4 years ago
• pxzhang94 / ADF
  White-box Fairness Testing through Adversarial Sampling
  ☆13Updated 4 years ago