WISECML19: The International Workshop on Security and Privacy of Machine Learning and Wireless Applications Monterey, CA, United States, November 4-7, 2019 |
Conference website | https://sites.google.com/view/wisecml |
Submission link | https://easychair.org/conferences/?conf=wisecml19 |
The workshop on Security and Privacy of Machine Learning and Wireless Applications will be held in conjunction with the IEEE International Conference on Mobile Ad-Hoc and Smart Systems (IEEE MASS 2019) in Monterey, CA, USA.
Call for Papers:
In recent years Artificial Intelligence(AI) and Machine Learning(ML), especially deep learning, have demonstrated their superior performance on a wide variety of complex tasks including speech recognition, natural language processing, image classification, game playing and autonomous vehicles. These successes have stimulated a surge of interests in applying AI and ML techniques into communication systems and networks to deal with problems such as radio access technology classification, low energy consumption in wireless sensor networks, and the management of large scale Internet of Things (IoT). Although ML offer a new and promising design regime to wireless network systems, it has been shown that ML models and systems could severely suffers from various adversarial attacks and privacy risks. The impact of these ML-based security and privacy attacks on the wireless systems are not yet well understood and little research work has been done on it.
Therefore, this workshop aims to bring together experts from machine learning, security, privacy, and wireless communication communities to share the latest research findings, exchange ideas, experiences and work-in-process related to all aspects of secure and private machine learning applied to communication and networking systems. Finally, we hope to chart out important research directions for future work and foster research collaborations.
Topics of Interest (but not limited to):
- AI/ML security
- Adversarial attacks on machine learning models and algorithms
- Defenses against adversarial attacks
- Data poisoning attacks on machine learning
- Trojan/backdoor attacks on machine learning
- Security of deep learning systems
- Model stealing
- Privacy of Machine Learning
- Membership inference attacks
- Model Inversion attacks
- Machine learning with differentially privacy
- ML applications in wireless communication systems
- RF fingerprinting
- Localization
- Smart jamming
- Intrusion and malware Detection
- Usable security and privacy for IoT
Submission Guidelines:
Papers must be submitted via EDAS in the following link: https://easychair.org/conferences/?conf=wisecml19
Submitted papers should be written in the English language, with a maximum page limit of 6 printed pages, including all the figures, references and appendices, and not published or under review elsewhere. Papers longer than 6 pages will not be reviewed. Use the standard IEEE Conference templates for Microsoft Word or LaTeX formats found at: https://www.ieee.org/conferences/publishing/templates.html.
Regardless of the source of your paper formatting, you must submit your paper in the Adobe PDF format. The paper must print clearly and legibly, including all the figures, on standard black-and-white printers. Reviewers are not required to read your paper in color.
If the paper is typeset in LaTeX:
- Please use an unmodified version of the LaTeX template IEEEtran.cls version 1.8, and use the preamble: \documentclass[10pt, conference, letterpaper]{IEEEtran}.
- Do not use additional LaTeX commands or packages to override and change the default typesetting choices in the template, including line spacing, font sizes, margins, space between the columns, and font types. This implies that the manuscript must use 10 point Times font, two-column formatting, as well as all default margins and line spacing requirements as dictated by the original version of IEEEtran.cls version 1.8.
If you are using Microsoft Word to format your paper:
- You should use an unmodified version of the Microsoft Word IEEE Transactions template (US letter size).
More information and template downloads can be found at the IEEE MASS main page.
Timeline:
- Paper Submission Deadline: August 20, 2019
- Notification of Acceptance: August 27, 2019
- Camera-ready version: Aug 30, 2019