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RAI 2022 : IEEE CSR Workshop on Resilient Artificial Intelligence

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Link: https://www.ieee-csr.org/rai/
 
When Jul 27, 2022 - Jul 29, 2022
Where virtual
Submission Deadline Apr 22, 2022
Notification Due May 13, 2022
Final Version Due Jun 24, 2022
Categories    computer science   artificial intelligence   resilient machine and deep lea   malicious ai
 

Call For Papers

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2022 IEEE CSR Workshop on Resilient Artificial Intelligence (RAI)
https://www.ieee-csr.org/rai/

in conjunction with the
2022 IEEE International Conference on Cyber Security and Resilience
https://www.ieee-csr.org/
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Advances in Artificial Intelligence (AI) technology have opened up new markets and opportunities for progress in critical areas such as systems and network resiliency, health, education, energy, economic inclusion, social welfare. AI is expected to play an increasing role in defensive and offensive measures to provide a rapid response to react to the landscape of evolving threats.

Traditionally, cyber-physical systems (CPS) security has focused on the detection of attacks in CPS and has been investigated from the perspective of preventing intruders from gaining access to the system using cryptography and other access control techniques. However, in a world of increasing adversaries, it is becoming more difficult to totally prevent CPS from adversarial attacks, hence the need to focus on making CPS resilient.

Resilient CPS is designed to withstand disruptions and remain functional despite the operation of adversaries. One of the dominant methodologies explored for building resilient CPS is dependent on machine learning (ML) algorithms. However, rising from recent research in adversarial ML, requires that ML algorithms for securing CPS must themselves be resilient.

RAI workshop aims to collect the most recent research trends, advances, and promising future research directions from the international research community in order to take a comprehensive stock on Artificial Intelligence-driven security and resilience approaches, of the interactions among resilient CPS using ML, DL, and resilient AI-based approaches applied in CPS, the recent advances on securing AI for CPS and countermeasures, as well as research trends in this active area, also including the exploration of Adversarial Resilience Learning, as one of the most challenging issue recently investigated by several cyber-security communities.

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Topics of Interest
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Prospective authors are encouraged to submit previously unpublished contributions from a broad range of topics, which include but are not limited to the following:

› Artificial Intelligence Driven Resilience
› Resilient Machine and Deep Learning
› Explainable Artificial Intelligence for Resilience
› Metrics for Resilience in Artificial Intelligence
› Adversarial Resilience
› AI Approaches to Trust and Reputation Inference
› Safety and Security in the Future of AI
› Security of deep learning systems
› Robust Decision Making for Security
› Robust Statistics
› Robust Training Methods
› Resilient Distributed
› Secure Federated Learning
› White-box and oracle AI attacks
› AI-Based Cyber Threats
› Malicious AI

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Important Dates
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Paper submission deadline: April 22, 2022 AoE
Authors’ notification: May 13, 2022 AoE
Camera-ready submission: May 27, 2022 AoE
Early registration deadline: June 24, 2022 AoE
Workshop date: July 27–29, 2022

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Submission Guidelines
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Submitted manuscripts should not exceed 6 pages (plus 2 extra pages, being subject to overlength page charges) and should be of sufficient detail to be evaluated by expert reviewers in the field.
The workshop’s proceedings will be published by IEEE and will be included in IEEE Xplore. Detailed information about the paper submission and guidelines to authors can be found at the workshop’s website https://www.ieee-csr.org/rai.


FOR ANY OTHER INFORMATION https://www.ieee-csr.org/rai/
or email at fiammetta.marulli@unicampania.it; francesco.mercaldo@unimol.it

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