AIRO uses streaming ML to detect and mitigate IIoT threats
Authors report Gradient Boosting and LightGBM F1-scores up to 0.9229 on four noisy attack datasets with low mitigation latency.
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Authors report Gradient Boosting and LightGBM F1-scores up to 0.9229 on four noisy attack datasets with low mitigation latency.
Huntress says manufacturing rose from 9% to 17% of observed attacks as ransomware shifts toward OT uptime.
Researchers propose a Dempster–Shafer framework fusing IIoT sensor data criticality with CVSS 4.0/3.1 vulnerability scores to rank node criticality.
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