First IEEE International Workshop on Adapting Data Mining for Security 2018
A half-day workshop on Adapting Data Mining for Security (ADMiS) to be held in Singapore in conjunction with the IEEE International Conference on Data Mining 2018. This workshop will address the research and educational efforts in which analytical techniques from data mining and machine learning, are applied to solve security and privacy challenges, and the security and privacy considerations involved in applying them to those challenges.
Increasingly, sophisticated techniques from data mining, and machine learning are being applied to challenges in security and privacy fields. However, experts from these areas have no high-visibility medium at a premier Data Mining conference such as ICDM, where they can meet and exchange ideas so that strong collaborations can emerge, and cross-fertilization of these areas can occur. Moreover, current courses and curricula in security do not sufficiently emphasize background in these areas and students in security are not emerging with deep knowledge of these topics. Hence, we propose a workshop that will address the research and development efforts in which analytical techniques from machine learning, data mining, are applied to solve security challenges. Submissions of papers related to methodology, design, techniques and new directions for security that make significant use of data mining and machine learning are welcome. Furthermore, submissions on educational topics and systems in the intersection of security and data mining are also highly encouraged.
The workshop will focus on, but not limited to, the following areas:
- Data Mining techniques for security
- Machine learning for security
- Applications of AI to security
- Inference Control
- Privacy-preserving data mining
- Security of machine learning
- Security of data mining
- Case studies
- Educational topics and courses.
The half-day workshop is planned for November, 2018, with a keynote session, a technical session, a session /panel discussion on security education, future directions. The keynote speech will be delivered by a well-known researcher in the intersection of data mining and security.
- Paper submission deadline: August 7, 2018
- Author notification: September 4, 2018
- Camera Ready deadline: September 15, 2018
All submissions must describe original research, not published nor currently under review for another workshop, conference, or journal. All papers must be submitted electronically via the ICDM system: Submission link
Submission implies the willingness of at least one author to attend the workshop and present the paper. Accepted papers will be included in the IEEE Xplore. The presenter must register for the workshop before the deadline for author registration. The accepted papers will be compiled in the workshop proceedings as either a regular paper within 8 pages or a poster paper within 2 pages. Extended versions of selected high-quality workshop papers will be invited to a special issue of Journal of Security and Communication Networks planned for 1st half of 2019 (guest-editors include Akbar Namin and Rakesh Verma).
Technical Program Committee (TPC):
- Wenyaw Chan, University of Texas-HSC, Houston
- Ping Chen, University of Massachusetts-Boston
- Qingzhong Liu, Sam Houston State University
- David Marchette, Naval Surface Warfare Center
- Chilukuri K. Mohan, Syracuse University
- Akbar Namin, Texas Tech University
- Bernardete Ribeiro, University of Coimbra, Portugal
- Andrew Sung, University of Southern Mississippi, TPC Co-chair
- Bhavani Thuraisingham, University of Texas at Dallas, TPC Co-Chair
- Rakesh Verma, University of Houston, TPC Co-chair
- Roland Yap, National University of Singapore
- More to be added.