IMAGTIDS: AN INTERNET OF THINGS INTRUSION DETECTION FRAMEWORK UTILIZING GADF IMAGING ENCODING AND IMPROVED TRANSFORMER

ImagTIDS: an internet of things intrusion detection framework utilizing GADF imaging encoding and improved Transformer

Abstract As the Internet of Things (IoT) technology becomes extensively deployed, IoT security issues are increasingly prominent.The traffic patterns of IoT are complex and high-dimensional, which makes it difficult to distinguish the tiny differences between normal and malicious samples.To tackle the above problems, we propose an IoT intrusion det

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Black Hole Spin and Stellar Flyby Periastron Shift

For a scenario of a close flyby of a compact star near a spinning black hole, we provide analytical and numerical estimates for the shift of trajectory periastron due to relativistic skeleton yard stakes (beyond post-Newtonian) effects.More specifically, we derived a generalized expression (not limited to quasi-circular or elliptical orbits) direct

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