Robust Decentralized Online Learning against Malicious Data Generators and Dynamic Feedback Delays with Application to Traffic Classification

Author:

Li Yupeng1,Wen Dacheng2,Xia Mengjia3

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

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

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Augment Decentralized Online Convex Optimization with Arbitrarily Bad Machine-Learned Predictions;2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS);2024-07-23

2. Robust Decentralized Online Optimization Against Malicious Agents;2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS);2024-07-23

3. Augment Online Linear Optimization with Arbitrarily Bad Machine-Learned Predictions;IEEE INFOCOM 2024 - IEEE Conference on Computer Communications;2024-05-20

4. Byzantine-Resilient Online Federated Learning with Applications to Network Traffic Classification;IEEE Network;2023-07

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