Assured Autonomy Tools Portal
Continual Assurance of Learning-Enabled, Cyber-Physical Systems (LE-CPS)

The 2022 IEEE Conference on Assured Autonomy (ICAA) will take place from 3/22/2022 - 3/24/2022.

ICAA seeks contributions on all aspects of AI safety, security, and privacy in autonomous systems. Papers that encourage the discussion and exchange of experimental and theoretical results, novel designs, and works in progress are preferred. Topics of interest include (but are not limited to) AI Safety, and Security and Privacy.

Website: https://iaa.jhu.edu/icaa/index.html

 

Call for Papers

ICAA seeks contributions on all aspects of AI safety, security, and privacy in autonomous systems. Papers that encourage the discussion and exchange of experimental and theoretical results, novel designs, and works in progress are preferred. Topics of interest include (but are not limited to):

Autonomous System and AI Safety

Detecting dataset anomalies that lead to unsafe AI decisions
Evaluating safety of autonomous systems according to their potential risks and vulnerabilities
Resilient, explainable deep learning, and interpretable machine learning
Verification, testing and acceptance of machine learning models and autonomous systems
Autonomic computing for autonomous system safety
Standards, ethics, and policies for autonomy and AI safety
Ethics of autonomous system behaviors, algorithms and implementations
Safety and assurance of human-autonomy teaming

Security and Privacy of Autonomous Systems and AI

Detecting dataset anomalies that lead to autonomous system security and privacy violations
Differential privacy and privacy-preserving learning and generative models
Adversarial attacks on AI and autonomy, and defenses against adversarial attacks
Improving resiliency of AI and autonomous system methods and algorithms to various forms of attacks
Engineering trusted autonomous system and AI software architectures

Important Dates

10/18/2021 (Anywhere on Earth) Paper Submission Deadline

11/22/2021 Acceptance Notification

12/30/2021 Camera-ready Papers Due

3/22/2022 - 3/24/2022 Conference

 

Committee

Conference Chair

Lanier Watkins, Johns Hopkins University & Applied Physics Lab

Conference Co-Chair

Howard Shrobe, MIT Computer Science & Artificial Intelligence Lab

Program Chair

Chris Rouff, Johns Hopkins University Applied Physics Lab

Program Co-Chair

Reza Ghanadan, Google

Webmaster

Sebastian Zanlongo, Johns Hopkins University & Applied Physics Lab