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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 106 39

  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 93 25

  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 35 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 30 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

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