Hardware Requirements for Deep Reinforcement Learning-Based Intrusion Detection

Khorshed Alam published a dataset on hardware requirements for intrusion detection systems using deep reinforcement learning (DRL) on figshare in April 2026. The dataset is a 5.5 KB Excel file, suggesting a small, focused collection of specifications or performance metrics. It is licensed under CC-BY-4.0 for open use.

Use Cases

• Benchmarking hardware performance for DRL-based security models based on the described hardware requirements
• Planning computational resource allocation for intrusion detection projects based on the described hardware specifications
• Comparing efficiency of different hardware setups for DRL algorithms in a security context based on the dataset's focus

Strengths

• Dataset is openly licensed under CC-BY-4.0
• File size is 5.5 KB, indicating a concise and likely focused collection

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

figshare

Freshness

Last updated 2026-04-16 17:40:21