posted by organizer: ckrauss || 5317 views || tracked by 3 users: [display]

CSCS 2020 : ACM Computer Science in Cars Symposium

FacebookTwitterLinkedInGoogle

Link: https://acm-cscs.org/
 
When Dec 2, 2020 - Dec 2, 2020
Where Ingolstadt, Germany / Online
Submission Deadline Sep 11, 2020
Notification Due Oct 9, 2020
Categories    autonomous driving   security   artificial intelligence
 

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. The ACM Computer Science in Cars Symposium (CSCS) provides a platform for industry and academia to exchange ideas and meet these future challenges jointly. The focus of the 2020 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

Federated Learning in IOT Cybersecurity 2021   PeerJ Computer Science - Federated Learning for Cybersecurity in Internet of Things
IJCAI 2022   31st International Joint Conference on Artificial Intelligence
HPCCT--ACM, EI, Scopus 2022   ACM--2022 6th High Performance Computing and Cluster Technologies Conference (HPCCT 2022)--EI Compendex, Scopus
CFMAI 2021   2021 3rd International Conference on Frontiers of Mathematics and Artificial Intelligence (CFMAI 2021)
ICSR 2022   20th International Conference on Software and Systems Reuse
EI-ISoIRS 2021   2021 2nd International Symposium on Intelligent Robotics and Systems (ISoIRS 2021)
IEEE--ICCIA--EI, Scopus 2022   IEEE--2022 7th International Conference on Computational Intelligence and Applications (ICCIA 2022)--EI Compendex, Scopus
EI-CFAIS 2021   2021 International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2021)
IEEE SEAI--EI Compendex, Scopus 2022   2022 2nd IEEE International Conference on Software Engineering and Artificial Intelligence (SEAI 2022)--EI Compendex, Scopus
ICCSEA 2021   11th International Conference on Computer Science, Engineering and Applications