会议城市: |
上海(会议时间2020年11月06-08日) |
是否Ei/ISTP收录: |
Ei收录 |
截稿日期: |
2020年08月15日 |
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2020年面向物联网安全与隐私的机器学习和大数据分析国际会议(以下会议简称:SP 2020)
SP 2020 EI会议简介:
SP 2020 EI会议是一个致力于推动物联网跨学科议程中新的理论和应用研究进展的国际会议。2020年面向物联网安全和隐私的机器学习和大数据分析国际会议(SP 2020 EI会议)。
“物联网”预示着几乎数不清的设备与互联网的连接,从而有望实现无障碍、无限制的可扩展性、放大的生产力和额外的回报。围绕物联网及其应用,已经迫使企业快速升级其当前的流程、工具和技术,以适应海量数据。然而,物联网的大规模部署将带来新的挑战,物联网安全就是其中之一。
机器学习背后的理念是自动创建分析模型,以使算法能够在可用数据的帮助下不断学习。不断发展的模型产生了越来越积极的结果,减少了人类互动的需要。这些进化模型可以用来自动生成可靠且可重复的决策。随着物联网的不断发展,需要更多的算法来跟上伴随着这一增长而不断增长的数据总量。
物联网安全的主要挑战之一是与通信、计算、控制和物理环境参数集成,以分析、检测和防御分布式物联网系统中的网络攻击。物联网安全包括:(一)网络空间的信息安全;(二)物理空间的设备和环境安全。随着数据在物联网中的不断收集和数据分析技术的日趋成熟。
SP 2020 EI会议出版:
提交说明,作者提交的论文报告目前未被审查或在其他地方发表。论文全文将发表在会议论文集上。长论文不超过10页,短论文不超过6页。
Springerhas developed LaTeX style files and Word templates to help you prepare your paper. LaTeX is the preferred format for texts containing several formulae, but Word templates are also available below.
Important downloads for authors:Word Template
重要的日子
提交截止日期:2020年7月15日
通知:2020年8月15日
Camera-ready:2020年9月20日
会议日期:2020年11月6-8日
SP 2020 EI会议征稿主题:(不限于以下)
面向物联网安全的新型机器学习和大数据分析方法
大数据分析/机器学习/物联网安全深度学习,如智能电网安全分析
安全物联网的数据挖掘与统计建模
面向物联网安全的机器学习和大数据分析体系结构
基于机器学习的安全检测协议
物联网安全的机器学习实验、试验台和原型系统
物联网安全分析和机器学习应用
物联网的基于数据的度量和风险评估方法
物联网中的数据保密与隐私
物联网中数据使用的认证与访问控制
基于数据驱动的物联网安全通信、计算与控制协同设计
大数据分析/机器学习/深度学习边缘/雾安全
物联网安全新标准
Paper Submission
Submission Instructions Authors should submit papers reporting original work that are currently not under review or published elsewhere. Accepted full papers will be published in the conference proceedings. Long papers cannot exceed 10 pages and short papers cannot exceed 6 pages in length. Both short paper and regular paper are invited for presentation. SP 2020 will employ double blind reviewing process, every research paper submitted to SP 2020 will undergo a “double blind” reviewing process: the PC members and referees who review the paper will not know the identity of the authors.
To ensure anonymity of authorship, authors must prepare their manuscript as follows:Author’s names and affiliations must not appear on the title page or elsewhere in the paper.Funding sources must not be acknowledged on the title page or elsewhere in the paper.Research group members, or other colleagues or collaborators, must not be acknowledged anywhere in the paper.Source file naming must also be done with care, to avoid identifying the author’s names in the paper’s associated metadata. For example, if your name is Jane Smith and you submit a PDF file generated from a .dvi file called Jane- Smith.dvi, your authorship could be inferred by looking into the PDF file.
It is the responsibility of authors to do their very best to preserve anonymity. Papers that do not follow the guidelines here, or otherwise potentially reveal the identity of the authors, are subject to immediate rejection. Because of the double blind review policy, the submission of an extended version of a short paper which has published elsewhere is strongly discouraged in SP 2020.
Conference Program at a Glance
Oral Presentation Instruction
1.Timing: a maximum of 10 minutes total, including speaking time and discussion. Please make sure your presentation is well timed. Please keep in mind that the program is full and that the speaker after you would like their allocated time available to them.
2 You can use CD or USB flash drive (memory stick), make sure you scanned viruses in your own computer. Each speaker is required to meet her/his session chair in the corresponding session rooms 10 minutes before the session starts and copy the slide file(PPT or PDF) to the computer.
3 It is suggested that you email a copy of your presentation to your personal inbox as a backup. If for some reason the files can’t be accessed from your flash drive, you will be able to download them to the computer from your email.
4 Please note that each session room will be equipped with a LCD projector, screen, point device, microphone, and a laptop with general presentation software such as Microsoft PowerPoint and Adobe Reader. Please make sure that your files are compatible and readable with our operation system by using commonly used fronts and symbols. If you plan to use your own computer, please try the connection and make sure it works before your presentation.
5 Movies: If your PowerPoint files contain movies please make sure that they are well formatted and connected to the main files.
Short paper Presentation Instruction
1. Maximum poster size is 0.8 meter wide by 1 meter high.
2. Posters are required to be condensed and attractive. The characters should be large enough so that they are visible from 1 meter apart.
3. Please note that during your short paper session, the author should stay by your short paper to explain and discuss your paper with visiting delegates
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