TrustAI / DeepConcolic

Related projects ⓘ

Alternatives and complementary repositories for DeepConcolic

• tcwangshiqi-columbia / ReluVal
  The released code of ReluVal in USENIX Security 2018
  ☆56Updated 4 years ago
• TrustAI / Literature-on-DNN-Verification-and-Testing
  ☆47Updated 6 years ago
• DeepImportance / deepimportance_code_release
  ☆24Updated 3 years ago
• turned2670 / DLFuzz
  DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems
  ☆51Updated 6 years ago
• hfeniser / DeepSmartFuzzer
  Reward Guided Test Generation for Deep Learning
  ☆20Updated 3 months ago
• tcwangshiqi-columbia / Neurify
  The released code of Neurify in NIPS 2018
  ☆46Updated last year
• tcwangshiqi-columbia / symbolic_interval
  The library for symbolic interval
  ☆20Updated 4 years ago
• VeriDeep / DLV
  Safety Verification of Deep Neural Networks
  ☆50Updated 6 years ago
• coinse / sadl
  Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"
  ☆46Updated 2 years ago
• guykatzz / ReluplexCav2017
  ☆101Updated 4 years ago
• kupl / adapt
  ADAPT is the open source white-box testing framework for deep neural networks
  ☆21Updated last year
• longph1989 / Socrates
  ☆26Updated last year
• matthewwicker / SafeCV
  Vision based algorithms for falsification of convolutional neural networks
  ☆12Updated 6 years ago
• progirep / planet
  PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool
  ☆43Updated 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…
  ☆26Updated 3 years ago
• ZhenlanJi / DL_CC
  CC: Causality-Aware Coverage Criterion for Deep Neural Networks
  ☆10Updated last year
• QXL4515 / CAGFuzz
  ☆8Updated 4 years ago
• brain-research / tensorfuzz
  A library for performing coverage guided fuzzing of neural networks
  ☆208Updated 6 years ago
• stanleybak / nnenum
  Neural Network Enumeration Tool
  ☆34Updated last year
• ARiSE-Lab / deepTest
  A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles
  ☆79Updated 5 years ago
• stanleybak / vnncomp2021
  VNN Neural Network Verification Competition 2021
  ☆37Updated 3 years ago
• Testing4AI / RobOT
  Code release for RobOT (ICSE'21)
  ☆15Updated last year
• yqtianust / EvalDNN
  EvalDNN: A Toolbox for Evaluating Deep Neural Network Models
  ☆15Updated 4 years ago
• dlshriver / dnnv
  A Framework for Deep Neural Network Verification
  ☆56Updated 9 months ago
• eth-sri / eran
  ETH Robustness Analyzer for Deep Neural Networks
  ☆322Updated last year
• 95616ARG / PRDNN
  Code from PLDI '21 paper "Provable Repair of Deep Neural Networks."
  ☆10Updated last year
• ForeverZyh / TensorFlow-Program-Bugs
  This repository contains the dataset of our ISSTA 2018 paper: An Empirical Study on TensorFlow Program Bugs.
  ☆30Updated 4 years ago
• dlfaults / taxonomy
  Taxonomy of Real Faults in Deep Learning Systems
  ☆16Updated 4 years ago
• surrealyz / verified-global-properties
  Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf
  ☆26Updated 2 years ago
• Henrygwb / Explaining-DL
  ☆55Updated 5 years ago