PKP Preservation Network
All articles published in the Journal of Computational and Cognitive Engineering (JCCE) are deposited into PKP Preservation Network.
Recent Advances in Adversarial Machine Learning
Aims and Scope
In recent years, adversarial learning methods are shown to be a key technique that leads to exciting breakthroughs and new challenges of many machine learning and data mining tasks. Examples include improved training of generative models (e.g., generative adversarial nets), adversarial robustness of machine learning systems in different domains (e.g., adversarial attacks, defenses, and property verification), and robust representation learning (e.g., adversarial loss for learning embedding), to name a few. Generally speaking, the idea of “learning with an adversary” is crucial for expanding the learning capability, ensuring trustworthy decision making, and enhancing generalizability of machine learning and data mining methods.
Guest Editors
Dr. Pinyu Chen
IBM Thomas J. Watson Research Center, USA
Research Interests: machine Learning; data Science; cyber Security
Dr. Chojui Hsieth
Department of Computer Science, The University of California, USA
Research Interests: adversarial deep learning; model compression and fast prediction; fast or parallel training; large-scale recommender systems, ranking and active learning
Dr. Bo Li
Department of Computer Science, University of Illinois at Urbana-Champaign, USA
Research Interests: machine learning; machine security; machine privacy; machine game theory
Submissions that pass pre-check will be reviewed by at least two reviewers of the specific field. Accepted papers will be published on early access first and sent for copy editing and typesetting. Then all papers will be included in the special issue when it is published.
If you have any queries regarding the special issue or other matters, please feel free to contact the editorial office: caspercheng@bonviewpress.org.
Editor-in-Chief: Harish Garg, Thapar Institute of Engineering and Technology, India
eISSN: 2810-9503
pISSN: 2810-9570
Frequency: Quarterly
Submission to final decision: 35 days
Acceptance to publication: 3 days
All articles published in the Journal of Computational and Cognitive Engineering (JCCE) are deposited into PKP Preservation Network.
All site content, except where otherwise noted, is licensed under a Creative Commons Attribution 4.0 International License.
ISSN 2810-9570 (Print) 2810-9503 (Online) | Published by BON VIEW PUBLISHING PTE. LTD.
Member of