ProvICS is an open-source multimodal provenance dataset for ICS intrusion detection, combining host/PLC provenance graphs, decoded Modbus traffic, and physical telemetry from a HIL testbed, validated by baseline cross-modal fusion achieving F1=0.913 on 32 attack events.
A study on vulnerabilities and threats to scada devices,
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ProvICS: A Provenance-based Intrusion Detection for Industrial Control Systems
ProvICS is an open-source multimodal provenance dataset for ICS intrusion detection, combining host/PLC provenance graphs, decoded Modbus traffic, and physical telemetry from a HIL testbed, validated by baseline cross-modal fusion achieving F1=0.913 on 32 attack events.