Alternatives and similar repositories for verified-global-properties:

Users that are interested in verified-global-properties are comparing it to the libraries listed below

• AI-secure / Meta-Nerual-Trojan-Detection
  ☆64Updated 4 years ago
• AI-secure / VeriGauge
  A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]
  ☆89Updated 2 years ago
• tcwangshiqi-columbia / symbolic_interval
  The library for symbolic interval
  ☆21Updated 4 years ago
• PurduePAML / Machine-Learning-Security-Seminar
  Machine Learning & Security Seminar @Purdue University
  ☆25Updated last year
• klasleino / gloro
  Library for training globally-robust neural networks.
  ☆28Updated last year
• Testing4AI / RobOT
  Code release for RobOT (ICSE'21)
  ☆15Updated 2 years ago
• hfeniser / DeepSmartFuzzer
  Reward Guided Test Generation for Deep Learning
  ☆20Updated 8 months ago
• turned2670 / DLFuzz
  DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems
  ☆52Updated 6 years ago
• dgl-prc / m_testing_adversatial_sample
  ☆24Updated 4 years ago
• surrealyz / pdfclassifier
  On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542
  ☆29Updated 3 years ago
• yuanchun-li / ModelDiff
  ☆18Updated 3 years ago
• SolidShen / BAIT
  🔥🔥🔥 Detecting hidden backdoors in Large Language Models with only black-box access
  ☆20Updated 5 months ago
• ZhangZhuoSJTU / LINT
  ☆17Updated 7 months ago
• iliaishacked / sponge_examples
  ☆24Updated 3 years ago
• Lizn-zn / DNNOpAcc
  ☆10Updated 2 years ago
• TrustAI / DeepConcolic
  Concolic Testing for Deep Neural Networks
  ☆119Updated 3 years ago
• Yuanyuan-Yuan / GCert
  Research Artifact of USENIX Security 2023 Paper: Precise and Generalized Robustness Certification for Neural Networks
  ☆12Updated last year
• longph1989 / Socrates
  ☆28Updated 2 years ago
• Huiying-Li / blacklight
  ☆18Updated 2 years ago
• KaidiXu / Beta-CROWN
  β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification
  ☆29Updated 3 years ago
• ClonedOne / MalwareBackdoors
  Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers
  ☆58Updated 2 years ago
• Megum1 / BEAGLE
  [NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense
  ☆17Updated 11 months ago
• reza321 / T-Miner
  ☆18Updated last year
• Testing4AI / DeepJudge
  Code release for DeepJudge (S&P'22)
  ☆51Updated 2 years ago
• ZQ-Struggle / AdvDoor
  AdvDoor: Adversarial Backdoor Attack of Deep Learning System
  ☆31Updated 5 months ago
• AI-secure / Certified-Robustness-SoK-Oldver
  This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …
  ☆99Updated 2 years ago
• ZhenlanJi / DL_CC
  CC: Causality-Aware Coverage Criterion for Deep Neural Networks
  ☆11Updated 2 years ago
• E0HYL / FINER-explain
  Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature Attribution…
  ☆9Updated 8 months ago
• tcwangshiqi-columbia / ReluVal
  The released code of ReluVal in USENIX Security 2018
  ☆59Updated 5 years ago
• AI-secure / Robustness-Against-Backdoor-Attacks
  RAB: Provable Robustness Against Backdoor Attacks
  ☆39Updated last year