Machine Learning to Automate Red Teaming for Cyber-Physical Systems
Red teaming for CPS, the process of challenging systems, involves a group of cybersecurity experts to emulate end-to-end cyberattacks following a set of realistic tactics, techniques, and procedures.
Virtual Learning Tools Connect Global Partners for National Security Training
In the face of the COVID-19 pandemic, PNNL pivoted to online learning approaches to conduct critical national security training across the globe.
Lesperance Appointed to Hazard Mitigation, Resilience Committee
Ann Lesperance, national security advisor, joins the National Academies of Sciences, Engineering, and Medicine Committee on Applied Research Topics for Hazard Mitigation and Resilience.
Urbanization Shapes Thunderstorms Near the Gulf Coast
Urbanization-induced land cover and anthropogenic aerosol changes result in stronger thunderstorms with enhanced precipitation in the Houston area.
Making a Simple Climate Model More Accessible Through Online Visualization
The newly developed Hector user interface (hectorui), a web-based app, provides access to the Hector climate model to anyone with a web browser.
Combining Simulations and Observations Reveals the Complexity of Shallow Clouds
Current representations of shallow clouds in climate models have biases that lead to inaccuracies in models.
A New Lens for Examining Storms in Climate Models
A new process-oriented diagnostic approach provides new insights into simulated storms and their environments.
E-cigarettes Stress Lungs, Impair Protein Function
E-cigarette exposure stresses and inflames the lungs of rats, compromising important quality control proteins, according to new research.