posted by organizer: ckrauss || 1037 views || tracked by 4 users: [display]

CSCS 2022 : ACM Computer Science in Cars Symposium

FacebookTwitterLinkedInGoogle

Link: https://acm-cscs.org/
 
When Dec 8, 2022 - Dec 8, 2022
Where Ingolstadt, Germany
Submission Deadline Sep 24, 2022
Notification Due Oct 22, 2022
Categories    security   artificial intelligence   automotive
 

Call For Papers

Industry, as well as academia, have made great advances working towards an overall vision of fully autonomous driving. Despite the success stories, great challenges still lie ahead of us to make this grand vision come true. On the one hand, future systems have to be yet more capable to perceive, reason, and act in complex real-world scenarios. On the other hand, these future systems have to comply with our expectations for robustness, security, and safety.

ACM, as the world’s largest computing society, addresses these challenges with the ACM Computer Science in Cars Symposium (CSCS). This symposium provides a platform for industry and academia to exchange ideas and meet these future challenges jointly. The focus of the 2022 symposium is on Artificial intelligence & Security for Autonomous Vehicles.

# Artificial Intelligence in Autonomous Systems

Sensing, perception & interaction are key challenges inside and outside the vehicle. Despite the great progress, complex real-world data still poses great challenges towards reliable recognition and analysis in a large range of operating conditions. Latest Machine Learning and in particular Deep Learning techniques have resulted in high-performance approaches that have shown impressive results.

* Robust algorithms for semantic, geometric and dynamic perception around the vehicle
* Driver and interior monitoring
* Interpretable and explainable Deep Neural Networks
* Datasets and benchmarks with real and/or synthetic data as well as novel evaluation strategies
* Fusion of cameras with active sensors, such as LiDAR, Radar, etc.
* Embedded optimization of Deep Neural Networks as well as run-time optimizations

# Automotive Security for Autonomous driving

Information technology enables connected autonomous vehicles and many new applications but also introduces new threats. For example, an attacker could manipulate safety-critical systems such as the braking system to endanger the live and limb of passengers and other road users. An attacker could also try to generate movement or behavior profiles of the vehicle user. Thus, ensuring security and privacy is of paramount importance but poses several challenges. CSCS is a forum for discussing the latest developments in the context of security and privacy for autonomous vehicles and bringing together researchers and practitioners.

* Secure in-vehicle communication and lightweight cryptographic protocols
* System security of electronic control units, gateways etc. (e.g., hardware security, OS security)
* Secure external communication (e.g., V2X, Internet) and protocols (e.g., secure remote update)
* Automotive security standardization, secure software development, security testing
* Automotive Security Monitoring (e.g., IDS, IPS, SIEM, SOC)
* Privacy-enhancing technologies and mechanisms for automotive applications
* Piracy, product counterfeit, and theft protection (e.g., RKE, Immobilizer)
* Safety and Security

Related Resources

IEEE ICA 2022   The 6th IEEE International Conference on Agents
FAIML 2023   2023 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2023)
CFMAI 2022   2022 4th International Conference on Frontiers of Mathematics and Artificial Intelligence (CFMAI 2022)
ICCDA 2023   2023 The 7th International Conference on Compute and Data Analysis (ICCDA 2023)
EI-CFAIS 2022   2022 International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2022)
IWPR 2023   2023 8th International Workshop on Pattern Recognition (IWPR 2023)
CBW 2023   4th International Conference on Cloud, Big Data and Web Services
SEAI 2023   2023 3rd IEEE International Conference on Software Engineering and Artificial Intelligence (SEAI 2023)
ISCAI 2022   2022 4th International Symposium on Computing and Artificial Intelligence (ISCAI 2022)
CVIE--EI 2023   2023 The 3rd International Conference on Computer Vision and Information Engineering (CVIE 2023)