Muhyun Kim

According to our database, Muhyun Kim authored at least 4 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features.

Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, Muhyun Kim, Feng Chen, Murat Kantarcioglu, Kangkook Jee

CoRR, 2023

Evading Provenance-Based ML Detectors with Adversarial System Actions.

Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, James Wei, Feng Chen, Muhyun Kim, Murat Kantarcioglu, Kangkook Jee

Proceedings of the 32nd USENIX Security Symposium, 2023

2022

Profiling Deep Learning Workloads at Scale using Amazon SageMaker.

Nathalie Rauschmayr, Sami Kama, Muhyun Kim, Miyoung Choi, Krishnaram Kenthapadi

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

PropInit: Scalable Inductive Initialization for Heterogeneous Graph Neural Networks.

Soji Adeshina, Jian Zhang, Muhyun Kim, Min Chen, Rizal Fathony, Advitiya Vashisht, Jia Chen, George Karypis

Proceedings of the IEEE International Conference on Knowledge Graph, 2022