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@DependableSystemsLab Univ of British Columbia (UBC)

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    64 repositories

    • ROAST

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Aug 20, 2026Aug 20, 2026

    • TF-DM

      Public
      TensorFlow Data Mutator (TF-DM) is a framework for injecting different data faults into ML applications written using the TensorFlow 2 framework.
      machine-learningtensorflowfault-injection
      machine-learningtensorflowfault-injectiontensorflow2error-resilience
      Python
      •
      MIT License
      •0•0•0•0•Updated Jul 9, 2026Jul 9, 2026

    • LLTFI

      Public
      LLTFI is a tool, which is an extension of LLFI, allowing users to run fault injection experiments on C/C++, TensorFlow and PyTorch applications at the LLVM IR l…
      C++
      •
      Apache License 2.0
      •12•46•10•0•Updated Jul 9, 2026Jul 9, 2026

    • RVDebloater

      Public
      C
      •0•0•0•0•Updated Jun 10, 2026Jun 10, 2026

    • onnx-mlir-lltfi

      Public
      Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
      C++
      •
      Apache License 2.0
      •451•0•0•0•Updated Jun 2, 2026Jun 2, 2026

    • TPU-FI

      Public
      Fault Injection in TFlite for TPU models. More info can be found in our DSN'26 paper: https://blogs.ubc.ca/dependablesystemslab/2026/04/29/thinking-inside-the-b…
      Python
      •1•1•0•0•Updated May 2, 2026May 2, 2026

    • ReSect

      Public
      A tool for detecting and analyzing reentrancy patterns in EVM transactions
      ethereumblockchainsecurity-tools
      ethereumblockchainsecurity-toolsevm-blockchain
      TypeScript
      •0•1•0•0•Updated Apr 25, 2026Apr 25, 2026

    • CHASE

      Public
      Python
      •0•0•0•0•Updated Mar 27, 2026Mar 27, 2026

    • ravage

      Public
      Python
      •
      Creative Commons Zero v1.0 Universal
      •4•5•0•1•Updated Mar 21, 2026Mar 21, 2026

    • armor

      Public
      Python
      •
      MIT License
      •0•3•0•0•Updated Mar 11, 2026Mar 11, 2026

    • CHASE_24

      Public
      Python
      •0•0•0•0•Updated Jan 19, 2026Jan 19, 2026

    • CrashFinder

      Public
      CrashFinder tool and implementation
      Python
      •
      Other
      •0•3•0•0•Updated Nov 2, 2025Nov 2, 2025

    • DLAFI

      Public
      Software-Based Fault Injection for Permanent Faults in DLAs
      Java
      •
      BSD 3-Clause "New" or "Revised" License
      •0•3•0•0•Updated Oct 19, 2025Oct 19, 2025

    • Turnstile-EuroSys26

      Public
      Turnstile artifact package for EuroSys 26
      JavaScript
      •
      MIT License
      •0•1•0•0•Updated Sep 24, 2025Sep 24, 2025

    • Reentrancy-Redux-Paper

      Public
      LaTex codebase for the DSN paper "Reentrancy Redux: The Evolution of Real-World Reentrancy Attacks on Blockchains"
      latexresearch-paperdsn
      latexresearch-paperdsnblockchain-security
      TeX
      •0•1•0•0•Updated Jun 22, 2025Jun 22, 2025

    • OneOS

      Public
      JavaScript
      •
      MIT License
      •2•8•0•7•Updated Jun 2, 2025Jun 2, 2025

    • MembershipTracker

      Public
      Python
      •
      MIT License
      •0•2•0•0•Updated May 27, 2025May 27, 2025

    • Remix

      Public
      ReMlX: Resilience for ML Ensembles using XAI at Inference against Faulty Training Data. More info can be found in our DSN'25 paper.
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated May 7, 2025May 7, 2025

    • Dsemble

      Public
      Diversity guided search for resilient ensembles. More info can be found in our SAC'25 paper.
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Dec 21, 2024Dec 21, 2024

    • specguard

      Public
      C++
      •
      MIT License
      •4•6•1•0•Updated Oct 1, 2024Oct 1, 2024

    • AutoPatch

      Public
      C
      •0•1•0•0•Updated Sep 9, 2024Sep 9, 2024

    • code_poison_MIA

      Public
      Python
      •
      MIT License
      •2•4•0•0•Updated Sep 6, 2024Sep 6, 2024

    • SwarmFuzz

      Public
      MATLAB
      •
      MIT License
      •0•7•0•0•Updated Apr 30, 2024Apr 30, 2024

    • POMABuster

      Public
      POMABuster is an automated engine to detect Price Oracle Manipualtion Attack (POMA) to blockchain oracles.
      Jupyter Notebook
      •
      MIT License
      •2•7•0•0•Updated Apr 11, 2024Apr 11, 2024

    • SolidiFI

      Public
      SolidiFI is an automated and systematic framework for evaluating smart contracts' static analysis tools via Bug Injection
      Solidity
      •
      Other
      •8•84•0•1•Updated Feb 3, 2024Feb 3, 2024

    • DeLorean

      Public
      Python
      •
      MIT License
      •0•1•1•0•Updated Jan 17, 2024Jan 17, 2024

    • EdgeEngine

      Public
      The code and datasets used for EdgeEngine research paper (SEC'23). EdgeEngine is a thermal-aware optimization framework for running ML inference on heterogenous…
      reinforcement-learningembedded-systemsedge-computing
      reinforcement-learningembedded-systemsedge-computingml-vision
      Python
      •1•1•0•0•Updated Oct 16, 2023Oct 16, 2023

    • MIA_defense_HAMP

      Public
      Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" in NDSS'24.
      Python
      •1•13•2•0•Updated Sep 6, 2023Sep 6, 2023

    • ODFI

      Public
      ODFI is an annotation fault injection tool for object detection datasets. More info can be found in our ISSRE'23 paper: https://blogs.ubc.ca/dependablesystemsla…
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Aug 21, 2023Aug 21, 2023

    • structural-coding

      Public
      Python
      •0•1•0•0•Updated Aug 9, 2023Aug 9, 2023
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