Past Event! Note: this event has already taken place.

SECREV 2024

May 10, 2024 at 12:00 PM to 2:00 PM

Location:Watch the Livestream here: https://secrev.org/
Audience:Anyone
Key Contact:Jason Jaskolka
Contact Email:jason.jaskolka@carleton.ca

The CyberSEA Research Lab will be hosting a session of SECREV 2024: The Cybersecurity Revolution on May 10, 2024. The session will consist of several presentations.

Session Description: Securing AI-Based Systems: From Design to Operations to Assurance

The prevalence of critical systems that leverage artificial intelligence (AI) and machine learning (ML) components continues to increase. Such systems have found extensive usage in critical domains such as healthcare, finance, energy, and transportation that demand high levels of assurance. As a result, security has become a top priority and necessity to be involved at all stages of system development and operation. This, of course, comes with all of the challenges of developing and operating secure traditional systems, as well as new challenges introduced by the AI and ML-based components. The presentations and discussion during this session will explore the challenges and opportunities for engineering secure system that employ AI and ML-based components.

Program

12:00-12:10 Opening Remarks
Jason Jaskolka
12:10-12:30 ML Security Challenges at the Architectural Level
Marwa Zeroual
12:30-12:50 Conceptualizing the Secure Machine Learning Operations (SecMLOps) Paradigm
Xinrui Zhang
12:50-13:50 Security Assurance for Deep Neural Networks
Jason Jaskolka
13:50-14:00 Closing Remarks
Jason Jaskolka