We stand at a pivotal moment in software engineering, with artificial intelligence (AI) playing a crucial role in driving approaches poised to enhance software acquisition, analysis, verification, and automation. While generative AI tools initially sparked excitement for their potential to reduce errors, scale changes effortlessly, and drive innovation, concerns have emerged. These concerns encompass security risks, unforeseen failures, and is...

In its 2021 report, the National Security Commission on AI (NSCAI) wrote, "The impact of artificial intelligence (AI) on the world will extend far beyond narrow national security applications." How do we move beyond those narrow AI applications to gain strategic advantage? Join Dr. Matt Gaston, Director of the SEI AI Division, Dr. Steve Chien, NSCAI Commissioner and Technical Group Supervisor of the Artificial Intelligence Group and Senior Res...

According to recent estimates, around 85% of AI projects fail to move from conceptualization to implementation. Why are these failures happening, and how can we prevent them? AI engineering is an emergent discipline focused on developing tools, systems, and processes to enable the application of artificial intelligence in real-world contexts. The SEI is leading the national initiative to create an AI engineering discipline to operationalize hu...

Privacy protection isn't just a compliance activity. but It’s also a key area of organizational risk that requires enterprise-wide support and participation; careful planning; and forward-leaning, data-driven controls. In this webcast, we highlight best practices for privacy program planning and implementation. We present strategies for leveraging existing capabilities within your organization to further advance privacy program building,...

Our theme of Using Data to Defend is more critical than ever, given the security challenges of moving customers and vendors online and supporting a remote workforce. The online conference will be held on January 12-15, 2021. FloCon 2021 focuses on using “big data” to solve difficult security problems. Its practical, practitioner-oriented sessions feature online training, presentations, and keynote speakers from the security and dat...

This webcast illustrated where machine learning applications can be attacked, the means for carrying out the attack and some mitigations that can be employed. The elements in building and deploying a machine learning application are reviewed, considering both data and processes. The impact of attacks on each element is considered in turn. Special attention is given to transfer learning, a popular way to construct quickly a machine learning app...

SEI Chief Technology Officer Tom Longstaff will interview Jeff Boleng, a senior advisor to the U.S. Department of Defense, on recent DoD software advances and accomplishments. They will discuss how the DoD is implementing recommendations from the Defense Science Board on continuous development of best practices for software, source selection for evaluating software factories, risk reduction and metrics for new programs, developing workforce co...

For more than two decades, Carnegie Mellon University’s Software Engineering Institute (SEI) has been instrumental in the creation and development of the field of software architecture. In our past webcasts, What Makes a Good Software Architect? and What Makes a Good Software Architect (2019 Edition)?, we have discussed what makes a good software architect. The range of knowledge and skills involved can be daunting, particularly given th...

In this webcast, as a part of National Cybersecurity Awareness Month, our experts will provide an overview of the concept of cyber hygiene, which bears an analogy to the concept of hygiene in the medical profession. Like the practice of washing hands to prevent infections, cyber hygiene addresses simple sets of actions that users can take to help reduce cybersecurity risks. Matt Butkovic, Randy Trzeciak, and Matt Trevors will discuss what some...

Moving applications and data to the cloud has many benefits, including lower costs, accelerated computing speed, and the rapid provisioning of systems. The federal government is working to leverage the “anywhere, anytime” benefits of the cloud and has made cloud-adoption a central tenet of its IT modernization strategy. But choosing cloud services without becoming fully informed of the risks can also expose you to myriad commercial...