In this blog post, we present the 10 most-visited posts published between January 1, 2021, and December 31, 2021.

January 10, 2022•By Douglas Schmidt (Vanderbilt University)

Explainable artificial intelligence is a powerful tool in answering critical How? and Why? questions about AI systems and can be used to address rising ethical and legal concerns.

January 17, 2022•By Violet Turri

In Artificial Intelligence Engineering

AI and ML cybersecurity devices are gaining traction, but efficacy testing has not kept up. We are seeking input on our test environment for these devices.

January 24, 2022•By Grant Deffenbaugh, Shing-hon Lau

In Cybersecurity Engineering

Reused code contains defects unknown to the new user, which, in turn, propagate vulnerabilities into new systems. Organizations must develop a cybersecurity engineering strategy that addresses the integration of DevSecOps …

January 31, 2022•By Carol Woody

In Cybersecurity Engineering

How to map technical reference frameworks (TRFs) to the pathways that compose the DoD’s Adaptive Acquisition Framework (AAF)

February 7, 2022•By Douglas Schmidt (Vanderbilt University), Nickolas Guertin

In Software Architecture

This post, excerpted from the fourth edition of Software Architecture in Practice, discusses deployability and describes two categories of associated architecture patterns.

February 14, 2022•By Rick Kazman

In Software Architecture

Hardware is a key enabler for machine learning. Recent advances in the field, including the introduction of graphics processing units, have had a significant impact on the training of AI …

February 21, 2022•By Jay Palat

In Artificial Intelligence Engineering

This blog post summarizes some recent publications from the SEI in the areas of machine learning, ethical artificial intelligence, cloud adoption, and mixed-criticality systems.

February 28, 2022•By Douglas Schmidt (Vanderbilt University)

In Software Engineering Research and Development

The design of critical systems—those used in aircraft, medical devices, etc.—is becoming increasingly challenging as they increase in sophistication and complexity.

March 7, 2022•By Sam Procter

In Software Architecture

The technology underlying the creation and detection of deepfakes and assessment of current and future threat levels

March 14, 2022•By Catherine Bernaciak, Dominic A. Ross

In Artificial Intelligence Engineering