posted by user: waas || 973 views || tracked by 6 users: [display]

ICAA 2023 : IEEE International Conference on Assured Autonomy

FacebookTwitterLinkedInGoogle

Link: https://icaa-conf.github.io/icaa2023/
 
When Jun 6, 2023 - Jun 8, 2023
Where Laurel, MD
Submission Deadline Feb 13, 2023
Notification Due Mar 12, 2023
Final Version Due Apr 10, 2023
Categories    computer science   artificial intelligence   security   privacy
 

Call For Papers

Supported by
● Johns Hopkins University Applied Physics Laboratory
● IEEE SMC (support applied for)

Overview
The IEEE International Conference on Assured Autonomy (ICAA) plans to address the gap that exists between theory-heavy autonomous systems and algorithms and the privacy, security, and safety of their real-world implementations. Advances in machine learning and artificial intelligence have shown great promise in automating complex decision-making processes across transportation, critical infrastructure, and cyber infrastructure domains. Practical implementations of these algorithms require significant systems engineering and integration support, especially as they integrate with the physical world. This integration is wrought with artificial intelligence (AI) safety, security, and privacy issues.

The primary focus of this conference is the: (1) detection of, (2) response to, and (3) recovery from AI safety, security, and privacy violations in autonomous systems. Key technical challenges include discriminating between application-layer data breaches and benign process noises, responding to breaches and failures in real-time systems, and recovering from decision making failures autonomously.

Topics of Interest
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 assurance of machine learning models and autonomous systems
● Autonomic computing for autonomous system safety
● Standards, ethics, and policies for autonomy and AI safety and bias
● Test, evaluation, certification and assurance of autonomous AI systems
● 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

Submission Guidelines
You are invited to submit regular papers of up to ten pages, or four pages for works-in-progress, including references. To be considered, papers must be received by the submission deadline.
Submissions must be original work and may not be under submission to another venue at the time of review. Please mark all of your conflicts of interest when submitting your paper. Papers should be in IEEE conference format. Templates can be found at https://www.ieee.org/conferences/publishing/templates.html.

Presentation Form
All accepted submissions will be presented at the conference and included in the IEEE conference proceedings. Due to time constraints, accepted papers will be selected for presentation as either talk or poster based on their review score and novelty. Nonetheless, all accepted papers should be considered as having equal importance.

One author of each accepted paper is required to attend the conference and present the paper for it to be included in the proceedings.

Related Resources

ICCV 2023   International Conference on Computer Vision
CLUSTER 2023   cluster 2023 : IEEE Cluster Conference
ACM-Ei/Scopus-CWCBD 2023   2023 4th International Conference on Wireless Communications and Big Data (CWCBD 2023) -EI Compendex
ICSE 2024   The IEEE/ACM International Conference on Software Engineering (Second Round)
ACM-EI/Scopus-ITCC 2023   2023 3rd International Conference on Information Technology and Cloud Computing (ITCC 2023) -EI Compendex
IEEE/ACM ASONAM 2023   The 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
NeTCoM 2023   15th International Conference on Networks & Communications
SSCI 2023   2023 IEEE Symposium Series on Computational Intelligence
IEEE ICoIAS 2023   IEEE--2023 the 6th International Conference on Intelligent Autonomous Systems (ICoIAS 2023)
IEEE Xplore-Ei/Scopus-CCCAI 2023   2023 International Conference on Communications, Computing and Artificial Intelligence (CCCAI 2023) -EI Compendex