Supply chain attacks,exemplified by the SUNBURST attack utilizing SolarWinds Orion updates,pose a growing cybersecurity threat to entities worldwide.However,the need for suitable datasets for detecting and anticipatin...Supply chain attacks,exemplified by the SUNBURST attack utilizing SolarWinds Orion updates,pose a growing cybersecurity threat to entities worldwide.However,the need for suitable datasets for detecting and anticipating SUNBURST attacks is a significant challenge.We present a novel dataset collected using a unique network traffic data collection methodology to address this gap.Our study aims to enhance intrusion detection and prevention systems by understanding SUNBURST attack features.We construct realistic attack scenarios by combining relevant data and attack indicators.The dataset is validated with the J48 machine learning algorithm,achieving an average F-Measure of 87.7%.Our significant contribution is the practical SUNBURST attack dataset,enabling better prevention and mitigation strategies.It is a valuable resource for researchers and practitioners to enhance supply chain attack defenses.In conclusion,our research provides a concise and focused SUNBURST attack dataset,facilitating improved intrusion detection and prevention systems.展开更多
Project New Orion entails a pulsed nuclear space propulsion system that utilizes photofission through the implementation of an ultra-intense laser. The historical origins derive from the endeavors of Project Orion, wh...Project New Orion entails a pulsed nuclear space propulsion system that utilizes photofission through the implementation of an ultra-intense laser. The historical origins derive from the endeavors of Project Orion, which utilized thermonuclear devices to impart a considerable velocity increment on the respective spacecraft. The shear magnitude of Project Orion significantly detracts from the likelihood of progressive research development testing and evaluation. Project New Orion incorporates a more feasible pathway for the progressive research development testing and evaluation of the pulsed nuclear space propulsion system. Photofission through the application of an ultra-intense laser enables a much more controllable and scalable nuclear yield. The energy source for the ultra-intense laser is derived from a first stage liquid hydrogen and liquid oxygen chemical propulsion system. A portion of the thermal/kinetic energy of the rocket propulsive fluid is converted to electrical energy through a magneto-hydrodynamic generator with cryogenic propellant densification for facilitating the integral superconducting magnets. Fundamental analysis of Project New Orion demonstrates the capacity to impart a meaningful velocity increment through ultra-intense laser derived photofission on a small spacecraft.展开更多
文摘Supply chain attacks,exemplified by the SUNBURST attack utilizing SolarWinds Orion updates,pose a growing cybersecurity threat to entities worldwide.However,the need for suitable datasets for detecting and anticipating SUNBURST attacks is a significant challenge.We present a novel dataset collected using a unique network traffic data collection methodology to address this gap.Our study aims to enhance intrusion detection and prevention systems by understanding SUNBURST attack features.We construct realistic attack scenarios by combining relevant data and attack indicators.The dataset is validated with the J48 machine learning algorithm,achieving an average F-Measure of 87.7%.Our significant contribution is the practical SUNBURST attack dataset,enabling better prevention and mitigation strategies.It is a valuable resource for researchers and practitioners to enhance supply chain attack defenses.In conclusion,our research provides a concise and focused SUNBURST attack dataset,facilitating improved intrusion detection and prevention systems.
文摘Project New Orion entails a pulsed nuclear space propulsion system that utilizes photofission through the implementation of an ultra-intense laser. The historical origins derive from the endeavors of Project Orion, which utilized thermonuclear devices to impart a considerable velocity increment on the respective spacecraft. The shear magnitude of Project Orion significantly detracts from the likelihood of progressive research development testing and evaluation. Project New Orion incorporates a more feasible pathway for the progressive research development testing and evaluation of the pulsed nuclear space propulsion system. Photofission through the application of an ultra-intense laser enables a much more controllable and scalable nuclear yield. The energy source for the ultra-intense laser is derived from a first stage liquid hydrogen and liquid oxygen chemical propulsion system. A portion of the thermal/kinetic energy of the rocket propulsive fluid is converted to electrical energy through a magneto-hydrodynamic generator with cryogenic propellant densification for facilitating the integral superconducting magnets. Fundamental analysis of Project New Orion demonstrates the capacity to impart a meaningful velocity increment through ultra-intense laser derived photofission on a small spacecraft.
