Popular GitHub Repositories for Resilience

[NeurIPS2021] Federated Reinforcement Learning with Theoretical Guarantees. The repo contains code and experiments for our Federated Policy Gradient with Byzantine Resilience framework for improving sample efficiency of RL agents.

Modern circuit breaker for Ruby & Rails. Thread-safe, fiber-ready async support. Built-in fallbacks, rich introspection, clean DSL. Memory-efficient with jitter & monitoring.

Nuker is a resilience tool for distributed load testing

? A unified AI agent orchestration system featuring 75+ specialized agents across 14 categories for modern software development. Built with advanced coordination intelligence, resilience engineering, and structured logging capabilities.

ndn-hydra: A Python-coded NDN distributed repository with five focused attributes: resiliency, scalability, usability, efficiency, and security.

Code to reproduce the experiments of "On the Byzantine-Resilience of Distillation-Based Federated Learning"

Data generation and model training notebooks for the paper: Architectural Resilience to Foreground-and-Background Adversarial Noise

Field research exposing how LLM safeguards collapse under polite, persistent interaction. Includes full report, metrics, session logs, and the AION conditioning protocol.

A Python simulator for decentralized federated learning systems, supporting PoW, PoS, and committee-based consensus, multiple validation and aggregation methods, and malicious trainer behaviors like label flipping. Enables IID and N-IID data setups for flexible testing and analysis of system resilience.

?️ Welcome to our Credit Card Fraud Detection project! ? Harnessing the formidable prowess machine learning, we're steadfast in our mission to fortify your financial stronghold against deceitful adversaries. Join our crusade for financial resilience,Ensuring every transaction is securely monitored! ??

In this work, we developed a novel algorithm named divergence-based adaptive aggregation (DRAG) to deal with the client-drift effect. Additionally, the DRAG algorithm also showcases resilience against byzantine attacks, as demonstrated through experiments.

Code for the NAACL DADC Workshop paper "Resilience of Named Entity Recognition Models Under Adversarial Attack".

Code for paper "Resilience of Bayesian Layer-Wise Explanations under Adversarial Attacks", Ginevra Carbone, Guido Sanguinetti, Luca Bortolussi, 2021

SmartNotesAI is an intelligent note management system designed to enhance productivity through AI-assisted content summarization, tagging, and organization. It integrates multiple LLM providers and supports real-time collaboration, secure access, and hybrid file storage with high availability and fault tolerance.

Resilience in Cooperation: The Effects of Anomalous Agents in Multi-Agent Reinforcement Learning Systems

A systemic risk simulation scaffold and ethical blueprint for recursive planning, post collapse governance, and swarm alignment. (v1.0-v5.2)