College of William and Mary

Gang Zhou

Dung Nguyen Tien

Andrew Pyles

Yizhou Feng

Xin Qi

Chunsheng Xin

Danella Zhao

Sabbir Ahmed Khan

Andrew Lyubovsky

Amanda Watson

Zhen Ren

Woosub Jung

A system and method for the detection and system impact mitigation of bots in Internet of Things (IoT) devices, the system including a smart auditor configured to interface with and control a power supply of an IoT device, the smart auditor being configured to measure and transmit power usage information of the IoT device. The system then utilizing a historical database and various IoT devices and associated power usage patterns to identify anomalies in power usage by the IoT device based on historical data, utilize machine learning to recognize normal and non-normal power usage patterns, and generate a command to shut off power to the IoT device upon detection of malicious botnet activity. The system including encryption protocols to maintain privacy during communication of the power usage information as well as maintain integrity and secrecy regarding model information from the historical database.

Privacy-preserving online botnet classification system utilizing power footprint of IoT connected devices

A method is provided for monitoring relative positions of two objects sharing a common joint during motion between the two objects. An electromagnet is positioned on a first object and a magnetic sensor is positioned on a second object. The electromagnet's power or polarity is cycled during a monitoring session in accordance with a periodic schedule of alternating power-on/power-off periods or alternating-polarity periods, respectively. The magnetic sensor's output during one or more of the power-off periods or the alternating-polarity periods is used to remove environmental magnetic interference to dynamically determine the distance between the electromagnet and the magnetic sensor where the determined distance and the north pole orientation of the electromagnet are indicative of relative positions of the first object and the second object.

Magnetic-based motion monitoring for two objects sharing common joint

A method of affecting power used by an electronic device is provided for an electronic device having storage media and running at least one application. Each application interfaces with the storage media through an input/output (I/O) path executing I/O activities that access the storage media in accordance with configurable parameters of the I/O path. A run-time I/O pattern defined by the I/O activities is determined during a run-time period of the electronic device. At least one of the I/O path's configurable parameters is then modified based on the run-time I/O pattern. The method is readily adapted for power conservation by providing selections for the configurable parameters with each of the selections optimizing power usage for a hypothetical I/O pattern. Then, one or more configurable parameters are modified in accordance with one of the selections for which the hypothetical I/O pattern associated therewith is closest to the run-time I/O pattern.

Method of conserving power based on electronic device's I/O pattern

A method and system are provided for conserving network resources such as battery power of a battery-powered communication device used to support a conversation over a wireless network transport media. Periods of silence are detected during conversation taking place on a network having controllable resources such as battery power. Using the periods of silence so-detected, future silence periods occurring on the network are then predicted. Allocation of at least a portion of the controllable resources is controlled based on the future silence periods so-predicted.

Method/system for conserving resources during conversation over wireless network transport media

Growing community of inventors

Williamsburg, VA, United States of America

Gang Zhou