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@ALFA-group

Anyscale Learning For All (ALFA)

Scalable machine learning technology, Adversarial AI, Evolutionary algorithms, and data science frameworks.

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  1. robust-adv-malware-detection robust-adv-malware-detection Public

    [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik Hemberg, Una-May O’Reilly

    Python 103 40

  2. BRON BRON Public

    "Linking Threat Tactics, Techniques, and Patterns with Defensive Weaknesses, Vulnerabilities and Affected Platform Configurations for Cyber Hunting" by Erik Hemberg, Jonathan Kelly, Michal Shlapent…

    Python 89 24

  3. lipizzaner-gan lipizzaner-gan Public

    [AAAI 2018] "Towards distributed coevolutionary GANs" by Abdullah Al-Dujaili, Tom Schmiedlechner, Erik Hemberg, Una-May O'Reilly

    Python 33 11

  4. adversarial-code-generation adversarial-code-generation Public

    [ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, and Una-May O'Reilly

    Python 26 5

  5. malware_challenge malware_challenge Public

    [AdvML@KDD 2019] Robust Malware Detection Challenge

    Python 17 8

  6. bayesopt-nash-eq bayesopt-nash-eq Public

    Jupyter Notebook 13 4

Repositories

Showing 10 of 26 repositories
  • Tutorial_GP-LLM Public

    Code for Tutorial on Genetic Programming and Large Language Models

    ALFA-group/Tutorial_GP-LLM’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Aug 5, 2024
  • robust-adv-malware-detection Public

    [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik Hemberg, Una-May O’Reilly

    ALFA-group/robust-adv-malware-detection’s past year of commit activity
    Python 103 MIT 40 2 0 Updated Jul 25, 2024
  • lipizzaner-ae Public

    Cooperative Spatial Topologies for Autoencoder Training

    ALFA-group/lipizzaner-ae’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jul 21, 2024
  • BRON Public

    "Linking Threat Tactics, Techniques, and Patterns with Defensive Weaknesses, Vulnerabilities and Affected Platform Configurations for Cyber Hunting" by Erik Hemberg, Jonathan Kelly, Michal Shlapentokh-Rothman, Bryn Reinstadler, Katherine Xu, Nick Rutar, Una-May O'Reilly

    ALFA-group/BRON’s past year of commit activity
    Python 89 MIT 24 7 0 Updated Jul 1, 2024
  • lipizzaner-gan Public

    [AAAI 2018] "Towards distributed coevolutionary GANs" by Abdullah Al-Dujaili, Tom Schmiedlechner, Erik Hemberg, Una-May O'Reilly

    ALFA-group/lipizzaner-gan’s past year of commit activity
    Python 33 MIT 11 5 8 Updated Nov 23, 2023
  • STGP-Sharp Public

    A strongly-typed genetic programming implementation in C#

    ALFA-group/STGP-Sharp’s past year of commit activity
    C# 0 MIT 0 0 0 Updated Nov 22, 2023
  • beacons-in-code-comprehension Public
    ALFA-group/beacons-in-code-comprehension’s past year of commit activity
    Python 0 0 0 0 Updated Oct 6, 2023
  • AI4Cyber_Wkshp_LLM_QA_Paper_2023 Public

    AI4Cyber KDD Workshop 2023 Code for Assessing LLM QA Paper 2023

    ALFA-group/AI4Cyber_Wkshp_LLM_QA_Paper_2023’s past year of commit activity
    0 0 0 0 Updated Jul 31, 2023
  • ABL-Unity3D Public

    ABL-Unity3D is a GUI-based and efficient Genetic Programming (GP) and AI Planning framework designed for agent-based learning (ABL) research.

    ALFA-group/ABL-Unity3D’s past year of commit activity
    C# 3 MIT 0 0 0 Updated Apr 13, 2023
  • RaceInjector-counterexamples Public

    [SOAP 2023, PLDI] Counterexamples generated by RaceInjector

    ALFA-group/RaceInjector-counterexamples’s past year of commit activity
    1 MIT 0 0 0 Updated Mar 13, 2023
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