Injection Mechanism, a Mechanism to inject sidecar containers into Kubernetes PODs.
Network Traffic Collector, which enables the collection of network traffic from a specific network interface.
Reporting Interface, used to report network traffic anomalies and related KPI metrics.
PrivGuide, a tool to evaluate Service Design characteristics in the scope of internal/normative policies.
Privacy-preserving Federated Learning, https://ants-gitlab.inf.um.es/rigourous/pp-fl
Security Orchestrator, https://ants-gitlab.inf.um.es/bastion/bastion2
Privacy-Preserving Federated Learning Anomaly Detection System, https://github.com/Samirakamali/Privacy-Preserving-FL-Anomaly-Detection-System-RIGOUROUS
PEAgent (https://hub.docker.com/r/wardawarda/policyagent), a policy enforcement agent that can integrate as a sidecar with Open5GS’s UPF to enforce security rules in the iptables.
Docker images for AI-powered EDoS Mitigator, including EDoS Monitoring System (wardawarda/edos-monitoring-dtb-bin), EDoS Mitigator Module (wardawarda/edosmitigator), and HPA Validation Webhook (wardawarda/hpa-validation-webhook-kafka)
Docker image for MTD-based Robust FL (https://hub.docker.com/r/otechno/multi-model-fl)
