Alternatives and similar repositories for deepTest

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

• matthewwicker / SafeCV
  Vision based algorithms for falsification of convolutional neural networks
  ☆12Updated 7 years ago
• coinse / sadl
  Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"
  ☆49Updated 3 years ago
• DeepImportance / deepimportance_code_release
  ☆25Updated 4 years ago
• TrustAI / DeepConcolic
  Concolic Testing for Deep Neural Networks
  ☆119Updated 4 years ago
• ASGuard-UCI / DRP-attack
  Code for the paper entitled "Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack"…
  ☆38Updated 4 years ago
• deepbillboard / DeepBillboard
  ☆11Updated 6 years ago
• cclinus / AV-Fuzzer
  ☆37Updated 3 weeks ago
• hfeniser / DeepSmartFuzzer
  Reward Guided Test Generation for Deep Learning
  ☆21Updated last year
• Testing4AI / RobOT
  Code release for RobOT (ICSE'21)
  ☆15Updated 2 years ago
• peikexin9 / deepxplore
  DeepXplore code release
  ☆398Updated 3 years ago
• deeplearningTest / deepTest
  ☆44Updated 8 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
• testingautomated-usi / selforacle
  The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator
  ☆22Updated 4 years ago
• inspire-group / advml-traffic-sign
  Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper
  ☆38Updated 7 years ago
• testingautomated-usi / dnn-tip
  A collection of dnn test input prioritizers often used as benchmarks in recent literature.
  ☆18Updated 2 years ago
• alessiogambi / AsFault
  Evolutionary test case generation for simulation testing of autonomous vehicles.
  ☆29Updated 2 years ago
• swa112003 / DistributionAwareDNNTesting
  ☆10Updated 4 years ago
• ifding / adversarial-examples
  Adversarial Examples: Attacks and Defenses for Deep Learning
  ☆32Updated 7 years ago
• dgl-prc / m_testing_adversatial_sample
  ☆27Updated 5 years ago
• AIasd / ADFuzz
  An open-source software package for fuzzing autonomous driving systems in high-fidelity simulators
  ☆33Updated 3 years ago
• BerkeleyLearnVerify / VerifAI
  VerifAI is a software toolkit for the formal design and analysis of systems that include artificial intelligence (AI) and machine learnin…
  ☆200Updated last week
• advboxes / perceptron-benchmark
  Robustness benchmark for DNN models.
  ☆66Updated 3 years ago
• NeuralSec / Daedalus-attack
  The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.
  ☆52Updated 5 months ago
• ssbse2021 / SPECTRE
  ☆10Updated 2 years ago
• autofuzz2020 / AutoFuzz
  ☆18Updated 2 years ago
• labsix / limited-blackbox-attacks
  Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)
  ☆180Updated 4 years ago
• ASGuard-UCI / MSF-ADV
  MSF-ADV is a novel physical-world adversarial attack method, which can fool the Multi Sensor Fusion (MSF) based autonomous driving (AD) p…
  ☆80Updated 4 years ago
• tcwangshiqi-columbia / Neurify
  The released code of Neurify in NIPS 2018
  ☆49Updated 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
• MingfeiCheng / Drivora
  A Unified and Extensible Infrastructure for Autonomous Driving Testing
  ☆30Updated last week