Robust Decentralized Online Learning against Malicious Data Generators and Dynamic Feedback Delays with Application to Traffic Classification
Author:
Affiliation:
1. Hong Kong Baptist University,Department of Interactive Media,Hong Kong
2. The University of Hong Kong,Department of Computer Science,Hong Kong
3. University of Pennsylvania,Department of Economics,US
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10287388/10287413/10287496.pdf?arnumber=10287496
Reference39 articles.
1. Manipulation of Network Traffic Traces for Security Evaluation
2. Towards Reverse-Engineering Black-Box Neural Networks
3. Embark: securely outsourcing middleboxes to the cloud;lan;Proc of USENIX NSDI,2016
4. Stealing` machine learning models via prediction APIs;tramer;Proc of USENIX Security,2016
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