ICS Cybersecurity Datasets: A Systematic Meta-Review of Coverage, Evaluation Practice, and Structural Gaps

arXiv:2608.24757 · cs.CR · Submitted 2026-08-25 · Read on arXiv

cs.CR

Submitted: 2026-08-25

Updated: 2026-08-25

Terminology

• Benchmark — 38× in this paper · explained in 2 episodes
• Provenance — 36× in this paper · explained in 4 episodes
• Fidelity — 16× in this paper · explained in 2 episodes
• Generalization — 12× in this paper · explained in 13 episodes
• Critical Infrastructure — 10× in this paper
• Machine Learning — 10× in this paper
• Trace — 10× in this paper · explained in 2 episodes
• Industrial Control Systems — 8× in this paper
• Accuracy — 7× in this paper · explained in 1 episode
• AUC — 6× in this paper · explained in 2 episodes
• Calibration — 5× in this paper · explained in 7 episodes
• Concept Drift — 5× in this paper · explained in 4 episodes
• Alignment — 4× in this paper · explained in 1 episode
• Benchmarking — 4× in this paper · explained in 3 episodes
• Data Provenance — 3× in this paper · explained in 2 episodes
• Fingerprinting — 3× in this paper · explained in 2 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Failure Modes — 2× in this paper · explained in 3 episodes
• Information Technology — 2× in this paper
• Non-stationarity — 2× in this paper · explained in 2 episodes
• Robustness — 2× in this paper · explained in 5 episodes
• Selection Bias — 2× in this paper · explained in 4 episodes
• Abundance — 1× in this paper · explained in 1 episode
• Adversarial Robustness — 1× in this paper · explained in 3 episodes
• Core — 1× in this paper · explained in 2 episodes
• Covariate Shift — 1× in this paper · explained in 2 episodes
• Digital Twin — 1× in this paper · explained in 5 episodes
• Explainability — 1× in this paper · explained in 3 episodes
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Generalizability — 1× in this paper · explained in 6 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Multimodal Dataset — 1× in this paper · explained in 2 episodes
• Nadia — 1× in this paper · explained in 2 episodes
• Resource Constraints — 1× in this paper · explained in 3 episodes
• Transferability — 1× in this paper · explained in 4 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes

Sources

• Between Zeros and Ones: Behavioral Characterization Beyond Binary Labeling Across Public ICS Datasets

Related papers

• SoK: AI-Augmented Binary Reversing
• Relaxed Sender Anonymity for CBDC Interbank Settlement: A Zero-Knowledge Approach on Permissioned EVM
• Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages
• Efficient Fuzzy PSI under One-Sided Assumptions
• Sealing the Audit-Runtime Gap for LLM Skills
• Token Composition: A Graph Based on EVM Logs