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@ISU-PAAL

Iowa State University Program Analysis & AI Lab

README.md

Our research interests

  • Automatically detecting, diagnosing and fixing bugs/vulnerabilities in software
  • Machine learning for code
  • Machine learning for medicine
  • Analyzing machine learning systems for intepretability and debugging

Popular repositories Loading

  1. DeepDFA DeepDFA Public

    Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.

    Python 51 15

  2. DL-VD-Empirical-Study DL-VD-Empirical-Study Public

    Code for "An Empirical Study of Deep Learning Models for Vulnerability Detection", published in ICSE 2023.

    Jupyter Notebook 8 1

  3. .github .github Public

Repositories

Showing 3 of 3 repositories
  • DeepDFA Public

    Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.

    ISU-PAAL/DeepDFA’s past year of commit activity
    Python 51 MIT 15 2 0 Updated Sep 24, 2024
  • DL-VD-Empirical-Study Public

    Code for "An Empirical Study of Deep Learning Models for Vulnerability Detection", published in ICSE 2023.

    ISU-PAAL/DL-VD-Empirical-Study’s past year of commit activity
    Jupyter Notebook 8 1 0 0 Updated Jun 23, 2024
  • .github Public
    ISU-PAAL/.github’s past year of commit activity
    0 0 0 0 Updated Sep 20, 2023

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