posted by user: icot2013 || 17538 views || tracked by 31 users: [display]

Springer MTAP Jounral 2015 : SCI Journal (Springer MTAP): Signal Processing, Feature Extraction, and Machine Learning for Active Authentication

FacebookTwitterLinkedInGoogle

Link: http://www.springer.com/cda/content/document/cda_downloaddocument/Special+Issue+v2.pdf?SGWID=0-0-45-1475902-p35538244
 
When N/A
Where N/A
Submission Deadline Apr 1, 2015
Notification Due May 1, 2015
Final Version Due Jun 15, 2015
Categories    computer science   biometric   machine learning   pattern recognition
 

Call For Papers

Springer MTAP: Special Issue for

Signal Processing, Feature Extraction, and Machine Learning for Active Authentication

The rapid growth of technology makes people frequently rely on electronic devices, for example, personal computers, smartphones, and tablets. To protect personal privacy and identity in these devices, a system for validation is often required. However, typical identification systems usually depend on the direct involvement of users. For instance, a user may be asked to input the account name and password to gain the access into a system. Although such an approach is simple and effective for a right user, it is regarded as a passive protection from the perspective of security. If account names and passwords are illegally acquired by an unauthorized user, confidential data will be stolen. Accordingly, active authentication mechanisms for systems become increasingly important.
Active authentication systems can implicitly identify a user based on the behavior without the deployment of additional sensors, for example, keystrokes, mouse movements, or screen touching. These hidden features are often called cognitive fingerprints. As long as cognitive fingerprints do not match regular behavioral patterns of a user, the systems will prompt the user to prove the identity again. Recently, such a topic is highlighted by academia. Research on active authentication therefore becomes a hotspot.
In response to the aforementioned research trend, this special issue particularly focuses on signal processing, feature extraction, and machine learning approaches for active authentication. Via this issue, we call upon specialists in the science and engineering domains, which will advance the state-of-the-art technologies in active authentication, to contribute their creativity to this domain. Research areas relevant to the special issue include, but are not limited to, the following topics.
• Novel signal processing and feature extraction approaches for active authentication
• Distributive processing of machine learning for active authentication
• Active authentication applications for personal computers, mobile devices, and vehicular facilitates

Submissions must not have been previously published, with the exception that substantial extensions of conference papers can be considered. The authors will be required to follow the Author’s Guide for manuscript submission to Multimedia Tools and Applications at: http://www.springer.com/computer/information+systems+and+applications/journal/11042 by choosing “SI: Signal Processing & Machine Learning.” Full manuscripts should be submitted electronically through the manuscript track system.

Proposed Schedule:
Submission deadline: April 1, 2015
Notification of acceptance: May 1, 2015
Final manuscript due: June 15, 2015
Tentative publication date: July 15, 2015
Lead Guest Editor:
1. Daniel Bo-Wei Chen, Department of Electrical Engineering, Princeton University, USA (corresponding editor)
Guest Editors:
2. Wen Ji, Institute of Computing Technology, Chinese Academic of Sciences, China
3. Hamid R. Arabnia, Department of Computer Science, University of Georgia



Related Resources

CSTFM 2025   2025 International Conference on Smart Transportation and Future Mobility (CSTFM 2025)
Ei/Scopus-CCNML 2025   2025 5th International Conference on Communications, Networking and Machine Learning (CCNML 2025)
ICTC--SCI 2025   2025 6th Information Communication Technologies Conference (ICTC 2025)--SCI
Ei/Scopus-SGGEA 2025   2025 2nd Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2025)
Ei/Scopus-MLBDM 2025   2025 5th International Conference on Machine Learning and Big Data Management (MLBDM 2025)
ICBSP--EI 2025   2025 10th International Conference on Biomedical Imaging, Signal Processing (ICBSP 2025)
IEEE-ACAI 2025   2025 IEEE 8th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI 2025)
Ei/Scopus-IPCML 2025   2025 International Conference on Image Processing, Communications and Machine Learning (IPCML 2025)
SPRA 2026   SPIE--2026 6th Symposium on Pattern Recognition and Applications (SPRA 2026)
IEEE- CCRIS 2025   2025 IEEE 6th International Conference on Control, Robotics and Intelligent System (CCRIS 2025)