posted by organizer: drosatosgr || 2760 views || tracked by 2 users: [display]

RT on S&PBAI 2021 : Research Topic on Security and Privacy on Blockchain-based AI, Frontiers in Blockchain

FacebookTwitterLinkedInGoogle

Link: https://www.frontiersin.org/research-topics/19116/
 
When N/A
Where N/A
Abstract Registration Due Mar 21, 2021
Submission Deadline Jul 19, 2021
Categories    privacy   security   blockchain   artificial intelligence
 

Call For Papers

Research Topic on Security and Privacy on Blockchain-based AI, Frontiers in Blockchain

Blockchain and Artificial Intelligence are two technologies which, when merged, can help each other unleash their true potential. Blockchains can secure the availability and seamless access to integrity-protected large data sets, from various domains, thus facilitating the effective and more profound learning of AI algorithms. Similarly, AI can be utilized to introduce new consensus mechanisms, and therefore, new ways of interacting with Blockchains. However, when it comes to processing sensitive data, like corporate, healthcare and finance data, several security and privacy concerns arise that should be carefully considered. The interaction with Blockchains is subject to data credibility checks, data leakages related to transaction linkability, compliance with data protection regulations, on-chain data privacy, and malicious smart contracts. To address these challenges, new security and privacy-preserving solutions that are either based on AI or utilized for protecting AI-based blockchain data processing are emerging to facilitate the integration of these two cutting-edge technologies.

The aim of the current Research Topic is to cover promising, recent, and novel research trends in the fields of Blockchains and AI with an emphasis on security and privacy. More precisely, the goal is to attract new approaches, innovative machine learning and, generally, intelligent techniques that interact with blockchain technology to create advanced solutions that provide a secure environment for data processing and protect the privacy of individuals. Furthermore, the Research Topic is not limited only on these topics, but also covers issues related with secure decentralized and distributed machine learning, security- and privacy-by-design AI/Blockchain, privacy-preserving blockchain-based solutions, GDPR-compliant AI/Blockchain, and evaluation and optimization of AI/Blockchain solutions.

Areas to be covered in this Research Topic may include, but are not limited to:

- Privacy-preserving AI/Blockchain solutions
- Blockchain-based big data sharing for AI
- Privacy-preserving federated learning
- Blockchain-based AI
- Secure decentralized machine learning
- Secure distributed machine learning
- On-chain privacy
- Crypto-privacy AI techniques
- Smart contract privacy protection using AI
- Evaluating user privacy in Blockchains
- Cryptographic techniques for AI/Blockchain applications
- Differential privacy in AI/Blockchain
- GDPR strategy, compliance and optimization using AI/Blockchain
- Security- and privacy-by-design on AI/Blockchain

The submission deadline for this Research Topic is 19 July 2021.

Topic Editors:

- Konstantinos Rantos, Department of Computer Science, International Hellenic University, Greece
- George Drosatos, Institute for Language and Speech Processing, Athena Research Center, Greece (https://www.drosatos.info)
- Konstantinos Demertzis, Department of Physics, International Hellenic University, Greece

This Research Topic is available in the journal "Frontiers in Blockchain" and more details are available here: https://www.frontiersin.org/research-topics/19116/

Related Resources

IEEE COINS 2022   IEEE COINS 2022: Hybrid (3 days on-site | 2 days virtual)
IJCAI 2022   31st International Joint Conference on Artificial Intelligence
IEEE COINS 2022   Internet of Things IoT | Artificial Intelligence | Machine Learning | Big Data | Blockchain | Edge & Cloud Computing | Security | Embedded Systems |
CEVVE 2022   2022 International Conference on Electric Vehicle and Vehicle Engineering (CEVVE 2022)
S&P 2022   IEEE Symposium on Security and Privacy (Third deadline)
blockchain_ml_iot 2021   Network and Electronics (MDPI) Joint Special Issue - Blockchain and Machine Learning for IoT: Security and Privacy Challenges
SI on ATD&IS 2021   Special Issue on Advanced Technologies in Data and Information Security, Applied Sciences, MDPI
EvoCompAISecurity&Privacy 2022   Evolutionary Computing for AI-Driven Security and Privacy: Advancing the state-of-the-art applications
MoWiN 2022   11th International Conference on Mobile & Wireless Networks
FAIML 2022   2022 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2022)