Overview of Intrusion Detection Techniques in Controller Area Networks

A 9.5 KB Excel file provides an overview of intrusion detection techniques for Controller Area Networks (CAN). The dataset was authored by Hareem Kibriya and last updated on March 19, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Surveying intrusion detection methods based on the described overview of techniques.
• Comparing detection approaches for CAN bus attacks like RPM spoofing or DoS.
• Informing the development of hybrid deep learning models for automotive security based on the described concepts.

Strengths

• Dataset is small (9.5 KB), enabling quick download and inspection.
• Has a clear open license (CC-BY-4.0) for reuse and modification.
• Last update timestamp (2026-03-19) is provided.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Hareem Kibriya via figshare

Freshness

Last updated 2026-03-19 17:41:49; freshness should be verified.