Anyscale Learning For All (ALFA)'s repositories
robust-adv-malware-detection
[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
lipizzaner-gan
[AAAI 2018] "Towards distributed coevolutionary GANs" by Abdullah Al-Dujaili, Tom Schmiedlechner, Erik Hemberg, Una-May O'Reilly
adversarial-code-generation
[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
malware_challenge
[AdvML@KDD 2019] Robust Malware Detection Challenge
neural-program-comprehension
[eLife 2020] "Comprehension of computer code relies primarily on domain-general executive brain regions" by Anna A. Ivanova, Shashank Srikant, Yotaro Sueoka, Hope H. Kean, Riva Dhamala, Una-May O'Reilly, Marina U. Bers, Evelina Fedorenko
code-representations-ml-brain
[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.
adv-malware-viz
"On Visual Hallmarks of Robustness to Adversarial Malware" by Alex Huang, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
ABL-Unity3D
ABL-Unity3D is a GUI-based and efficient Genetic Programming (GP) and AI Planning framework designed for agent-based learning (ABL) research.
AI4CyberMLHat_2022
Code for AI4CyberMLHat 2022 workshop paper
CoLAB-Workshop-2019
CoLAB Workshop 2019
darkhorseSDN
DarkHorse SDN
ML4Cyber2022
Code used for ML4Cyber2022 publication
blackbox-adv-examples-signhunter
A repository for the query-efficient black-box attack, SignHunter
RaceInjector-counterexamples
[SOAP 2023, PLDI] Counterexamples generated by RaceInjector
reckless-minimax
[LeGO/GOW 2018] "On the Application of Danskin’s Theorem to Derivative-Free Minimax Optimization" by Abdullah Al-Dujaili, Shashank Srikant, Erik Hemberg, Una-May O'Reilly
AI4Cyber_Wkshp_LLM_QA_Paper_2023
AI4Cyber KDD Workshop 2023 Code for Assessing LLM QA Paper 2023
lipizzaner-web
ALFA web
STGP-Sharp
A strongly-typed genetic programming implementation in C#