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ZGC-LLM-Safety / TrafficLLM

The repository of TrafficLLM, a universal LLM adaptation framework to learn robust traffic representation for all open-sourced LLM in real-world scenarios and enhance the generalization across diverse traffic analysis tasks.
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Confusing about the concept drift downstream task #9

Open WBSLZF opened 3 weeks ago

WBSLZF commented 3 weeks ago

image Hello author. In my view, the task is to label a domain name in accordance with the packet. Is this related to the concept drift task? And what is the meaning of concept drift in the downstream task?

CuiTianyu961030 commented 2 weeks ago

Thanks for using our codes and tuning datasets!

The concept drift dataset is extracted from the APP-53 2023 dataset [1]. In the dataset settings, there is a time and app version drift between training and test data. You can read the paper or contact the authors for more details.

[1] Zero-relabelling mobile-app identification over drifted encrypted network traffic. Computer Networks 2023.