Threat-Control Matrix for Federated Deployment (NIST CSF v1.1)

A 5.5 KB Excel file containing a threat-control matrix for PANDIA federated deployment, referencing the NIST Cybersecurity Framework version 1.1. The matrix was authored by Oussama El Othmani and last updated on May 26, 2026.

Use Cases

• Assessing security risks in federated learning deployments based on the threat-control matrix structure.
• Mapping cybersecurity controls to specific threats in federated systems based on the NIST CSF framework.
• Evaluating the applicability of techniques like DP-SGD, RBAC, SMPC, and TLS for threat mitigation based on the matrix's content.

Strengths

• The matrix is structured around the authoritative NIST Cybersecurity Framework v1.1.
• It explicitly references specific security techniques: DP-SGD, RBAC, SMPC, and TLS.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The dataset is 5.5 KB, indicating a very limited scope.

Provenance

Source

figshare

Freshness

Last updated 2026-05-26 17:32:00; freshness should be verified.