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@ast-fortiss-tum

Automated Software Testing

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

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.

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  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 2 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 2 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 28 repositories
  • Topic3-udacity-gym Public Forked from DragonBanana/udacity-gym

    The repository for topic 3 "Udacity development" in practicum course "Advances in Testing ADS"

    ast-fortiss-tum/Topic3-udacity-gym’s past year of commit activity
    Python 0 2 0 0 Updated Nov 23, 2024
  • ast-fortiss-tum/PerturbationDrive’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Nov 21, 2024
  • self-driving-car-sim Public Forked from udacity/self-driving-car-sim

    A self-driving car simulator built with Unity

    ast-fortiss-tum/self-driving-car-sim’s past year of commit activity
    C# 3 MIT 1,513 2 0 Updated Nov 20, 2024
  • autoware_mini_docker Public

    Running autoware mini in a dockerized setup.

    ast-fortiss-tum/autoware_mini_docker’s past year of commit activity
    Dockerfile 0 0 0 0 Updated Nov 16, 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 2 Apache-2.0 1 0 0 Updated Nov 14, 2024
  • ast-fortiss-tum/frontier-generation-latent-space-interpolation’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Nov 12, 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 Oct 14, 2024
  • reading Public

    Repo to store reading material.

    ast-fortiss-tum/reading’s past year of commit activity
    0 0 0 0 Updated Sep 22, 2024
  • oparchdoc-maven-plugin Public

    Codebase of the BSc thesis by Franz Kunze "Operationalized Software Architecture Documentation"

    ast-fortiss-tum/oparchdoc-maven-plugin’s past year of commit activity
    Java 0 MIT 0 0 0 Updated Sep 2, 2024
  • coverage-emse-24 Public

    This repository holds the implementation and evaluation results of the study in the paper: "Can Search-Based Testing with Pareto Optimization Effectively Cover Failure-Revealing Test Inputs?"

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

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