<p>System Performance Characteristics.</p>

5.5 KB of experimental results evaluating an integrated Intent-Based Networking security system. The data, authored by Kumar Sekhar Roy and last updated in May 2026, likely contains performance metrics from a controlled prototype testbed. It assesses cryptographic correctness, access control performance, anomaly detection capability, and scalability under increasing workloads.

Use Cases

• Benchmarking post-quantum signature generation and verification performance based on the reported 100% success rate.
• Evaluating anomaly detection model efficacy based on the described use of Isolation Forest and MiniBatch KMeans.
• Analyzing trade-offs between security enforcement and system usability based on the framework's integrated design.
• Assessing log-processing throughput scalability based on the mention of stable performance as event volume grows.

Strengths

• Experimental results demonstrate 100% success in post-quantum signature generation and verification.
• Anomaly detection reported no observed false negatives in the evaluated scenarios.
• Log-processing throughput remained stable as the number of events grew.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The description identifies limitations such as certificate expiry handling gaps and lack of large-scale statistical validation.

Provenance

Source

figshare

Collection Method

Generated from a controlled prototype testbed with explicitly defined traffic features and reproducible experimental settings.

Freshness

Last updated 2026-05-15 17:37:02; freshness should be verified.