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@ALFA-group

Anyscale Learning For All (ALFA)

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

Popular repositories

  1. 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 82 39

  2. 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 47 15

  3. lipizzaner-gan Public

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

    Python 32 11

  4. 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 19 4

  5. malware_challenge Public

    [AdvML@KDD 2019] Robust Malware Detection Challenge

    Python 13 7

  6. bayesopt-nash-eq Public

    Jupyter Notebook 8 4

Repositories

  • RaceInjector-counterexamples Public

    [SOAP 2023] Counterexamples generated by RaceInjector

    0 MIT 0 0 0 Updated Mar 13, 2023
  • lipizzaner-gan Public

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

    Python 32 MIT 11 5 7 Updated Mar 4, 2023
  • 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

    Python 47 MIT 15 4 0 Updated Feb 17, 2023
  • code-representations-ml-brain Public

    [NeurIPS 2022] "Convergent Representations of Computer Programs in Human and Artificial Neural Networks" by Shashank Srikant*, Benjamin Lipkin*, Anna A. Ivanova, Evelina Fedorenko, Una-May O'Reilly.

    Python 4 MIT 0 0 0 Updated Dec 21, 2022
  • CLAW-SAT Public

    [SANER 2023] "CLAWSAT: Towards Both Robust and Accurate Code Models" by Jinghan Jia*, Shashank Srikant*, Tamara Mitrovska, Chuang Gan, Shiyu Chang, Sijia Liu, Una-May O'Reilly

    Python 0 MIT 1 0 0 Updated Dec 17, 2022
  • AI4CyberMLHat_2022 Public

    Code for AI4CyberMLHat 2022 workshop paper

    Jupyter Notebook 1 MIT 1 0 0 Updated Aug 2, 2022
  • ML4Cyber2022 Public

    Code used for ML4Cyber2022 publication

    Jupyter Notebook 2 MIT 3 2 0 Updated Jul 21, 2022
  • 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 19 4 2 0 Updated Nov 15, 2021
  • lipizzaner-web Public

    ALFA web

    HTML 0 0 0 0 Updated Oct 26, 2021
  • EEG_coma Public
    MATLAB 0 0 0 0 Updated May 4, 2021
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