New Feature Selection Method Trims Intrusion Detection Models for Industrial Edge Devices
A cluster-preserving feature selection framework cut intrusion detection features from 78 to 27 on the CICIDS2017 benchmark while Random Forest ...
Tag: industrial IoT
AI Can Predict When Mining Machines Will Fail — But Almost Nobody Uses It Yet
A systematic review of 74 studies reveals that AI-driven maintenance for mining processing machinery remains narrow, vibration-obsessed, and disconnected from ...
AI Learns to Outsmart Factory Data Jams With Smarter Edge Caching
Researchers in Shanghai have developed a deep reinforcement learning framework that coordinates edge caching across multiple nodes in smart industrial ...
Fusing Two AI Detectors Could Catch Zero-Day Attacks on Factory Networks
A new study shows that adaptively fusing a closed-world classifier with an unsupervised open-set detector significantly improves detection of zero-day ...
Tiny Transformer Offers Early Warning Against Stealthy Attacks on Industrial IoT
Researchers in Beijing have built a 0.27-megabyte transformer model that detects multi-stage APT attacks in industrial IoT telemetry with high ...
Networks That Heal Themselves: Explainable AI Meets Ant Colonies to Repair the Internet of Things
A new framework combines explainable graph neural networks with bio-inspired repair algorithms to detect, diagnose, and autonomously heal faults in ...
Digital Twins Meet ESG: New Framework Aims to Make Smart Factories Predictive and Sustainable
Researchers have proposed a six-layer, event-driven digital twin framework that links live factory data, predictive simulation, and human-approved ESG-oriented decisions ...
Self-Powered Nanogenerators Could Transform Smart Factory Sensing
A new review details how triboelectric nanogenerators convert wasted mechanical motion into electricity to power smart industrial sensors.
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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