AN AUTOMATED SYSTEM OF INTRUSION DETECTION BY IOT-AIDED MQTT USING IMPROVED HEURISTIC-AIDED AUTOENCODER AND LSTM-BASED DEEP BELIEF NETWORK.

An automated system of intrusion detection by IoT-aided MQTT using improved heuristic-aided autoencoder and LSTM-based Deep Belief Network.

The IoT offered an enormous number of services with the help of multiple applications so it faces various security-related problems and also heavy malicious attacks.Initially, the IoT data are gathered from the standard dataset as Message Queuing Telemetry Transport (MQTT) set.Further, the collected data are undergone the pre-processing stage, whic

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Auditory scene analysis: The sweet music of ambiguity

In this review paper aimed at the non-specialist, we explore the use that neuroscientists and musicians have made of perceptual illusions based on ambiguity.The pivotal issue is auditory scene analysis, or what enables us to make sense of complex acoustic mixtures in order to follow, for instance, a single melody in the midst of an orchestra.In gen

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Activation of the Nrf2/Keap1 signaling pathway mediates the neuroprotective effect of Perillyl alcohol against cerebral hypoxic-ischemic damage in neonatal rats

Neonatal hypoxic-ischemic encephalopathy (HIE) is a severe disease with a poor prognosis, whose clinical treatment is still limited to therapeutic hypothermia with limited efficacy.Perillyl alcohol (POH), a natural monoterpene found in various plant essential oils, has shown neuroprotective properties, though its effects on HIE are not well underst

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Research on anchor service life base on grey prediction model

With the wide application of anchored structures in various engineering, their durability and service life have become an important issue in the development of anchoring technique.According to the corrosion experiment results on different working conditions (close and damp, permanently soaked in water, wet and dry alternately, weak madelaine chocol

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