Research forum

The research forum aims to bring together students, researchers and practitioners, showcasing developments at the intersection of deep learning and security. The forum is part of a two-day event in Singapore on Dec 14th and 15th.

This forum invites submissions for ‘work-in-progress’ or short research talks. Talks can include emerging hot topics, preliminary research results, practical problems encountered by industry practitioners, lessons learned, exciting datasets, and other topics of interest to security researchers working in deep learning.

The forum will include an evening networking session open to all attendees, invited companies, and students from universities in Singapore.

For more information and future announcements about the Research Forum, sign up on the mailing list.



Research Forum Co-chairs


John Doe

Chang Liu

University of California, Berkeley

John Doe

Jernej Kos

National University of Singapore

John Doe

Zheng Leong Chua

National University of Singapore


Research Forum Participation

To participate as a speaker, please submit a research short paper as per the submission guidelines below. Submissions can be authored by teams. The organizing committee will select a set of finalist teams, who will be invited to present their work in-person at the forum on Dec 14 and during the lightning talk and poster session on Dec 15. Submissions and talks will be divided into 3 tracks:

  • Datasets: Showcasing the creation of new datasets to spur research activity
  • Real-world Applications: Showcasing interesting real-world applications of deep learning in security
  • Models, Techniques, Attacks, and others: Showcasing research on new deep learning models, techniques for analysis of models, adversarial learning techniques, privacy-preserving deep learning, attacks on deep learning systems, and other topics of interest.
Submissions

Submission guidelines and deadlines: All talk proposal submissions are expected to be in ACM style double-column, 10-point format to merit consideration by the organizers. The submission should contain a mainbody with up to 4 pages of content, in addition with an unlimited appendix including the curriculum vitas of all authors. The CV for each author should be limited to 1 page only.

Submissions are due on November 5th, 2017 23:59 PST November 12th, 2017 23:59 PST.

The final acceptance notification for the main talks will be within one week of the submission deadline. Submissions will be judged on novelty, practical relevance and technical depth. For any questions about submitting a short paper, please contact dlsrf17@easychair.org.

Scholarships and Awards

For accepted short papers, the forum will be offering scholarships for a number of students, researchers, and practitioners invited as speakers to cover costs of travel and stay for the event.

In addition, presentations in each track will be evaluated for one or more awards by the organizing committee. The Award ceremony will take place on Dec 15 during the main workshop event. Awardees will be invited to present their work during the ceremony.





Award Committee


John Doe

Reza Shokri

Chair

National University of Singapore

John Doe

Chang Liu

University of California, Berkeley

John Doe

Jernej Kos

National University of Singapore

John Doe

Zheng Leong Chua

National University of Singapore

Schedule

Our programme for the event



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Location

  • NUS School of Computing, COM1, 13 Computing Drive, Singapore 117417
  • vivy@comp.nus.edu.sg