LEMINCS19: ACM SIGKDD 2019 Workshop on Learning and Mining for Cybersecurity ACM SIGKDD 2019 Anchorage, AK, United States, August 5, 2019 |
Conference website | https://eda.cispa.saarland/events/lemincs19/ |
Submission link | https://easychair.org/conferences/?conf=lemincs19 |
Submission deadline | May 3, 2019 |
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KDD'19 LEMINCS Workshop - Call for CySec/ML/DM/DB Papers
LEMINCS -- Learning and Mining for Cyber Security -- is a workshop organized
in conjunction with the ACM SIGKDD Conference on Knowledge, Discovery and
Data Mining in Anchorage, Alaska, on 5 August 2019.
Paper submission deadline: Fri, May 31, 2019, 23:59 Hawaii Time
https://eda.cispa.saarland/events/lemincs19/
* Workshop Goals
The goal of LEMINCS is to increase data science footprint in cyber security
domain. We are interested in novel methodology papers that have strong
applications in security, privacy, as well as, successful applications of
existing methodology. In addition to more traditional problem settings, such as
malware analysis, we are also highly interested in developing topics such as
adversarial machine learning, malicious behaviour in social network (e.g.,
spreading fake news), and assessing whether the developed algorithms are fair.
* Topics of interests for the workshop include, but are not limited to:
- Detection and analysis of malware and targeted attacks
- Scalable mining algorithms for analyzing code, program behaviour, and log events
- Quantification of reliability of input, robustness of results.
- Advances in adversarial machine learning
- Detection of doctored content (deep fakes, etc)
- Privacy-preservation in data mining and machine learning
- Formal definitions of, and methods to assert fairness in machine learning and data mining.
- Outlier detection techniques
- Malicious behaviour in peer-to-peer and social networks
* Submission Information
All papers will be peer reviewed, single-blinded. We welcome many kinds of
papers, such as (and not limited to):
- Novel research papers
- Demo papers
- Work-in-progress papers
- Visionary papers (white papers)
- Appraisal papers of existing methods and tools (e.g., lessons learned)
- Real world cybersecurity data sets
- Relevant work that has been previously published
- Work that will be presented at the main conference of KDD
Note that we especially encourage position papers, as well as data set
submissions. Both are extremely important for the field as the cyber security
field is changing at neck-breaking pace, and there is a significant shortage of
modern data.
Authors should clearly indicate in their abstracts the kinds of submissions
that the papers belong to, to help reviewers better understand their
contributions. Submissions must be in PDF, written in English, no more than 10
pages long, shorter papers are welcome.
Format your paper using the standard double-column ACM Proceedings Style
http://www.acm.org/sigs/publications/proceedings-templates
The accepted papers will be posted on the workshop website and will not appear in the KDD proceedings.
For accepted papers, at least one author must attend the workshop to present the work.
Submit at EasyChair:
http://www.easychair.org/conferences/?conf=lemincs19
* Important Dates
Submission Fri, May 3, 2019, 23:59 Hawaii Time
Notification Fri, May 31, 2019
Camera-ready Fri, July 19, 2019
Workshop Mon, August 5, 2019
* Further information and Contact
Website: https://eda.cispa.saarland/events/lemincs19/
E-mail: lemincs.kdd (at) gmail.com
Best regards,
Nikolaj Tatti, Jilles Vreeken