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    50 repositories

    • 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 level. Please refer to the paper below. NOTE: If you publish a paper using LLTFI, please cite the following paper:
      C++
      •
      Apache License 2.0
      •12•32•10•0•Updated Oct 4, 2024Oct 4, 2024

    • specguard

      Public
      C++
      •
      MIT License
      •2•1•0•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
      •1•1•0•0•Updated Sep 6, 2024Sep 6, 2024

    • OneOS

      Public
      JavaScript
      •
      MIT License
      •1•7•0•7•Updated May 30, 2024May 30, 2024

    • SwarmFuzz

      Public
      MATLAB
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      MIT License
      •0•6•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•3•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•75•0•1•Updated Feb 3, 2024Feb 3, 2024

    • DeLorean

      Public
      Python
      •
      MIT License
      •0•0•0•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 edge platforms.
      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•8•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/dependablesystemslab/2023/08/07/evaluating-the-effect-of-common-annotation-faults-on-object-detection-techniques-per/
      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

    • eTainter

      Public
      eTainter is an automated static taint analysis tool for detecting gas-related vulnerabilities in smart contracts.
      Python
      •
      Other
      •6•17•1•1•Updated Jul 24, 2023Jul 24, 2023

    • AChecker

      Public
      AChecker (Access Control Checker) is an automated static analysis tool for detecting access control vulnerabilities in smart contracts.
      Python
      •
      MIT License
      •4•33•1•0•Updated May 2, 2023May 2, 2023

    • pid-piper

      Public
      This is a repository for the PID-Piper project to protect Robotic Vehicles from Physical Attacks. For more info, see the paper.
      C
      •5•3•2•1•Updated Dec 16, 2022Dec 16, 2022

    • ThingsJS

      Public
      ThingsJS is a framework for running JavaScript applications on IoT devices such as Raspberry PIs. For more details, see below:
      middlewareiot-platformiot-middlewareiot-frameworkiot-cloud
      JavaScript
      •
      MIT License
      •5•16•14•14•Updated Dec 10, 2022Dec 10, 2022

    • EdgeShell

      Public
      JavaScript
      •0•0•0•0•Updated Dec 6, 2022Dec 6, 2022

    • Jujutsu

      Public
      Code for the paper "Turning Your Strength against You: Detecting and Mitigating Robust and Universal Adversarial Patch Attack"
      Shell
      •2•7•1•0•Updated Nov 24, 2022Nov 24, 2022

    • stealthy-attacks

      Public
      Stealthy Attacks against Robotic Vehicles. Please read the following paper before trying out the attacks.
      C
      •4•15•1•1•Updated Oct 20, 2022Oct 20, 2022

    • onnx-mlir-lltfi

      Public
      Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
      C++
      •
      Apache License 2.0
      •320•0•0•0•Updated Aug 4, 2022Aug 4, 2022

    • LLFI

      Public
      LLFI is an LLVM based fault injection tool, that injects faults into the LLVM IR of the application source code. The faults can be injected into specific program points, and the effect can be easily tracked back to the source code. Please refer to the paper below. NOTE: If you publish a paper using LLFI, please add it to PaperLLFI.bib
      Java
      •
      Other
      •35•68•10•1•Updated Jul 7, 2022Jul 7, 2022

    • SolidiFI-benchmark

      Public
      Repository of benchmarks to evaluate Solidity Smart contract analysis tools
      injectionsoliditybenchmarkssmartcontractsfault
      Python
      •
      Other
      •23•57•3•1•Updated Jun 16, 2022Jun 16, 2022

    • PCMeetingDashboard

      Public
      Simple web-app for keeping track of conference PC paper review meetings
      JavaScript
      •
      MIT License
      •1•0•0•0•Updated Jun 9, 2022Jun 9, 2022

    • GoHigh

      Public
      GoHigh for SANER'22 paper: https://blogs.ubc.ca/dependablesystemslab/2021/12/18/when-they-go-low-automated-replacement-of-low-level-functions-in-ethereum-smart-contracts/
      Python
      •
      MIT License
      •0•2•0•0•Updated Jun 3, 2022Jun 3, 2022

    • TDFM-Techniques

      Public
      TDFM Techniques described in the DSN'22 Paper
      Python
      •0•0•0•0•Updated Apr 16, 2022Apr 16, 2022

    • TensorFI2

      Public
      TensorFI 2 is a fault injection framework for injecting both hardware and software faults into applications written using the TensorFlow 2 framework.
      machine-learningtensorflowfault-injectiontensorflow2error-resilience
      Python
      •
      MIT License
      •5•8•7•1•Updated Mar 2, 2022Mar 2, 2022

    • Pi-Configurator

      Public
      π-Configurator: Enabling Efficient Configuration of Pipelined Applications on the Edge
      Python
      •1•0•0•0•Updated Feb 21, 2022Feb 21, 2022

    • NN-Ensemble

      Public
      NN-Ensemble for QRS'21 Paper: https://blogs.ubc.ca/dependablesystemslab/2021/10/22/understanding-the-resilience-of-neural-network-ensembles-against-faulty-training-data/
      Python
      •0•0•0•0•Updated Nov 13, 2021Nov 13, 2021

    • pytorchfi

      Public
      A runtime fault injection tool for PyTorch 🔥
      Python
      •
      Other
      •24•0•0•0•Updated May 27, 2021May 27, 2021