Miru Kim

According to our database, Miru Kim authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Fed-ADE: Adaptive Learning Rate for Federated Post-adaptation under Distribution Shift.

Heewon Park, Mugon Joe, Miru Kim, Kyungjin Im, Minhae Kwon

CoRR, March, 2026

Evolving Intelligent Network Attack Classifier Under Label Distribution Shift.

Miru Kim, Mugon Joe, Minhae Kwon

IEEE Trans. Netw. Sci. Eng., 2026

2025

Personalized Split Federated Learning With Early Exit: Pretraining and Online Learning Against Label Shifts.

Miru Kim, Heewon Park, Minhae Kwon

IEEE Internet Things J., 2025

Improving Network Attack Classification on Imbalanced Real-world Intrusion Incident Datasets.

Miru Kim, Mugon Joe, Minhae Kwon

Proceedings of the 23rd Annual International Conference on Mobile Systems, 2025

ASAP: Unsupervised Post-training with Label Distribution Shift Adaptive Learning Rate.

Heewon Park, Mugon Joe, Miru Kim, Minhae Kwon

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

OASIS: Open-world Adaptive Self-supervised and Imbalanced-aware System.

Miru Kim, Mugon Joe, Minhae Kwon

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2022

Hierarchical Detection of Network Anomalies : A Self-Supervised Learning Approach.

Hyoseon Kye, Miru Kim, Minhae Kwon

IEEE Signal Process. Lett., 2022

Hierarchical Autoencoder for Network Intrusion Detection.

Hyoseon Kye, Miru Kim, Minhae Kwon

Proceedings of the IEEE International Conference on Communications, 2022