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ICDIS 2022 : The 4th International Conference on Data Intelligence and Security

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Link: https://www.icdis.org/
 
When Jul 25, 2022 - Jul 27, 2022
Where Shenzhen, China
Submission Deadline Mar 15, 2022
Notification Due May 1, 2022
Final Version Due Jun 1, 2022
Categories    artificial intelligence   data intelligence   security   privacy
 

Call For Papers


CALL FOR PAPERS
The 4th International Conference on Data Intelligence and Security (ICDIS-2022)
July 25 -27, 2022, Shenzhen, China
https://www.icdis.org/

Aim and Scope
Data intelligence and data security are two closely related views. In the era of big data, both data intelligence and data security are very important, and present constant challenges for both academia and industry. Those challenges bring with great opportunities for innovative ideas, tools and technologies.

The 4th International Conference on Data Intelligence and Security (ICDIS-2022) aims to: (1) provide a unique forum where data intelligence and data security are all involved; (2) provide a forum for researchers, experts, professionals and stakeholders in related fields to disseminate their recent advances and share their views on future perspectives.

Themes
The topics of ICDIS-2022 include two aspects. First, contributions on data intelligence in security and privacy are welcome, including works on how to learn from data and how to intelligently process data for security and privacy applications. Second, contributions on security and privacy in data intelligence are always within the scope of the conference, including works on making data intelligence models secure and trused.

Particularly, the topics of interest include but are not limited to:
1. Data intelligence in security and privacy
- Intrusion detection
- Anomaly detection
- Fraud detection
- Defense against Malicious codes
- Defense against denial of service attacks
- Network security
- System security
- Biometrics
- Deep learning
- Unsupervised learning and clustering
- Supervised learning and classification
- Reinforcement learning
- Data mining
- Robust and dyanmic optimtization
- Visualization and analysis
- Immune computation

2. Security and privacy in data intelligence
- Federated learning
- Swarm learning
- Poisoning attack and defense
- Evasion attacks and defense
- Adversarial examples
- Model inversion
- AI backdoors
- Membership inference attacks
- Digital watermarking for AI models
- Privacy-preserving machine learning
- Privacy-preserving data mining
- Privacy-preserving data publishing
- Secure model processing platforms
- Security and privacy in social networks
- Interpretability of machine learning models for secure machine learning
- Secure machine learning
- Secure cloud computing
- Secure multi-party computation
- Data privacy
- Sensitive data collection
- AI fariness
- AI trust
- AI ethics
- Blockchain


Submissions
Submitted articles must not have been previously published or currently submitted for conference/journal publication elsewhere. Please submit your paper at: https://easychair.org/conferences/?conf=icdis2022.

Publication
Please use the IEEE style files for conference proceedings as a template for your submission. Accepted papers will be published in IEEE Xplore. Selected best papers will be recommended to Journals for further consideration.

Important Dates
====== The first round ======
- Paper Submission Deadline: January 31, 2022
- Notification to Authors (Accept/Reject): March 15, 2022
- Deadline for camera-ready copies: April 15, 2022

====== The second round ======
- Paper Submission Deadline: March 15, 2022
- Notification to Authors (Accept/Reject): May 1, 2022
- Deadline for camera-ready copies: June 1, 2022

- Deadline for Special Session Proposals: March 15, 2022
- Conference date: July 25 -27, 2022

Contact
Yang Liu, Harbin Institute of Technology, Shenzhen, China
Email: liu.yang@hit.edu.cn, Tel: 0086-0755-26416570

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