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@ast-fortiss-tum

Automated Software Testing

This is the GitHub group of the Automated Software Testing group at fortiss/TUM
README.md

Welcome to the Automated Software Testing (AST) group at fortiss/TUM! 👋

🧙 The organization contains the GitHub repositories with the research carried out at the Automated Software Testing (AST) Field of Competence at fortiss and the Chair of Software Engineering for Data-intensive Applications of the School of Computation, Information and Technology of the Technical University of Munich (TUM). You will find the algorithms and tools we developed in our research papers.

👩‍💻 Current projects involve test generation, monitoring techniques, automated functional oracles, and domain transferability for deep learning-based systems, with a particular focus on autonomous vehicles, as well as the robustness and maintainability of test suites of modern web applications.

👨‍👨‍👧‍👧 Our research focuses on the interface between software engineering and deep learning with the goal of improving the robustness, reliability, and dependability of data-intensive software systems.

Pinned

  1. opensbt-core opensbt-core Public

    OpenSBT is a Modular Framework for Search-based Testing of Automated Driving Systems. This repo is mirroring https://git.fortiss.org/opensbt/opensbt-core.

    Python 1 1

  2. misbehaviour-prediction-with-uncertainty-quantification misbehaviour-prediction-with-uncertainty-quantification Public

    Codebase of the MSc thesis by Ruben Grewal "Uncertainty Quantification for Failure Prediction in Autonomous Driving Systems" and replication package of the paper "Predicting Safety Misbehaviours in…

    Jupyter Notebook 1 1

  3. web-element-localization-using-similo-like-approaches web-element-localization-using-similo-like-approaches Public

    Codebase of the BSc thesis by Anton Kluge "Web Element Relocalization in Evolving Web Applications: Enhancing the VON Similo Approach"

    HTML

  4. I2I-quality-metrics-study I2I-quality-metrics-study Public

    Replication package of the paper "Assessing Quality Metrics for Neural Reality Gap Input Mitigation in Autonomous Driving Testing" (ICST 2024).

    Jupyter Notebook

Repositories

Showing 10 of 24 repositories
  • coverage-emse-24 Public

    This repository holds the implementation and evaluation results of the study in the paper "Can Optimization-Driven Search-Based Testing Effectively Cover Failure-Revealing Test Inputs? Insights from Two DL-Enabled Case Studies".

    ast-fortiss-tum/coverage-emse-24’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Aug 25, 2024
  • opensbt-core Public

    OpenSBT is a Modular Framework for Search-based Testing of Automated Driving Systems. This repo is mirroring https://git.fortiss.org/opensbt/opensbt-core.

    ast-fortiss-tum/opensbt-core’s past year of commit activity
    Python 1 Apache-2.0 1 0 0 Updated Aug 10, 2024
  • llm-code-translation Public

    Codebase of the MSc thesis by Vera Kowalczuk "Large Language Model-based Code Translation between Programming Languages"

    ast-fortiss-tum/llm-code-translation’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Aug 6, 2024
  • geminiscan Public

    Codebase of the SWQ seminar work by Timo Kühne "Similarity Classification of HTML with Large Language Models"

    ast-fortiss-tum/geminiscan’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Aug 6, 2024
  • web-element-localization-using-similo-like-approaches Public

    Codebase of the BSc thesis by Anton Kluge "Web Element Relocalization in Evolving Web Applications: Enhancing the VON Similo Approach"

    ast-fortiss-tum/web-element-localization-using-similo-like-approaches’s past year of commit activity
    HTML 0 MIT 0 0 0 Updated Jul 31, 2024
  • deepjanus Public Forked from testingautomated-usi/deepjanus

    Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"

    ast-fortiss-tum/deepjanus’s past year of commit activity
    Jupyter Notebook 0 MIT 8 0 0 Updated Jul 29, 2024
  • S-Eye Public

    Codebase of the BSc thesis by Linfeng Guo "Integrating Explainable AI and Semantic Segmentation For Advanced Failure Prediction in Autonomous Driving"

    ast-fortiss-tum/S-Eye’s past year of commit activity
    Python 1 2 0 0 Updated Jul 22, 2024
  • deep-learning-test-generation-style-mixing Public

    Codebase of the MSc thesis by Amr Abdellatif "Unveiling Deep Learning Systems Behaviors through Latent Space Exploration"

    ast-fortiss-tum/deep-learning-test-generation-style-mixing’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jul 7, 2024
  • coverage-criteria-dnn-testing Public

    Codebase of the BSc thesis by Bengisu Duran "Evaluation of Coverage Criteria in Deep Neural Network Testing"

    ast-fortiss-tum/coverage-criteria-dnn-testing’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Jun 24, 2024
  • BeamNGpy Public Forked from BeamNG/BeamNGpy

    Python API for BeamNG.tech

    ast-fortiss-tum/BeamNGpy’s past year of commit activity
    Python 0 MIT 45 0 0 Updated May 13, 2024
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