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The Lincoln Laboratory Communications Workshop highlights activities during the investigation and improvement of Sophisticated communications systems. A mix of inside and invited external speakers will tackle present DoD communications demands and worries from the parts of satellite communications, lasercom, spectrum operations, and tactical networks. Attendance is limited to invited U.S. citizens holding a stability clearance.

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Deep Discovering versions are regularly improving upon in precision, but they continue to be prone to adversarial attacks, typically causing the misclassification of adversarial illustrations. Adversarial coaching can mitigate this issue by enhancing the model's ...

Defending against info poisoning-based backdoors at training time is notoriously hard because of the wide selection of attack variants. New attacks use perturbations/triggers subtly entangled While using the benign functions, impeding the separation of poisonous ...

This workshop commences with acknowledging The fundamental difficulties of robustness and adaptiveness in inexpensive companies modeling and explores systematic solutions to unravel these underlying problems to prevent possible failures. Most of the important views more info to normally be explored include:

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The symposium delivers alongside one another main authorities from universities, field, and govt to investigate the point out on the artwork and determine a long run roadmap in network science. The themes of this calendar year's symposium would be the position that elaborate networks and techniques Participate in in autonomy and artificial intelligence.

Describe the methods and procedures associated with developing a Python application like the applying growth lifecycle