A NEW PERSPECTIVE TOWARDS THE DEVELOPMENT OF ROBUST DATA-DRIVEN INTRUSION DETECTION FOR INDUSTRIAL CONTROL SYSTEMS

A new perspective towards the development of robust data-driven intrusion detection for industrial control systems

Most of the machine learning-based intrusion detection tools developed for Industrial Control Systems (ICS) are trained on network packet captures, and they rely on monitoring network layer traffic alone for intrusion detection.This approach produces weak intrusion detection systems, as ICS cyber-attacks have a real and significant impact on the pr

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Generalized Dicke model and gauge-invariant master equations for two atoms in ultrastrongly-coupled cavity quantum electrodynamics

We study a generalization of the well-known Dicke model, using two dissimilar atoms in the regime of ultrastrongly-coupled cavity quantum electrodynamics.Our theory uses gauge-invariant master equations, which yields consistent results in either of the 5 Piece Outdoor Firepit Chat Set standard multipolar and Coulomb gauges, including system-bath in

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Widening the tool set for breeding superior banana cultivars. Can new techniques of pollen handling and pollination help overcome the lack of recombinant seed in banana breeding?

Pollen tube growth (PTG) monitoring was applied to florets of domesticated bananas and plantains.Observations were made in UV microscopy after Aniline Blue staining specific for callose, a carbohydrate of pollen tubes.It was found that total pollen grain numbers on a stigma and total pollen tubes developing after sufficient time for growing to reac

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