| 2024 | GLOBECOM | Partial AUC Maximization for Security Log Analysis Robust to Overfitting and Noisy Labels. | Taishi Nishiyama, Atsutoshi Kumagai, Akinori Fujino, Kazunori Kamiya |
| 2021 | AusDM | Sharpshooting Most Beneficial Part of AUC for Detecting Malicious Logs. | Taishi Nishiyama, Atsutoshi Kumagai, Akinori Fujino, Kazunori Kamiya |
| 2021 | GLOBECOM | Multi-hop Graph Embedding for Botnet Detection. | Bo Hu, Kazunori Kamiya, Kenji Takahashi, Akihiro Nakao |
| 2021 | GLOBECOM | SamE: Sampling-based Embedding for Learning Representations of the Internet. | Bo Hu, Kazunori Kamiya, Kenji Takahashi, Akihiro Nakao |
| 2020 | GLOBECOM | Piper: A Unified Machine Learning Pipeline for Internet-scale Traffic Analysis. | Bo Hu, Kazunori Kamiya, Kenji Takahashi, Akihiro Nakao |
| 2020 | ISCC | SILU: Strategy Involving Large-scale Unlabeled Logs for Improving Malware Detector. | Taishi Nishiyama, Atsutoshi Kumagai, Kazunori Kamiya, Kenji Takahashi |
| 2020 | WWW | Large-Scale Network-Traffic-Identification Method with Domain Adaptation. | Shun Tobiyama, Bo Hu, Kazunori Kamiya, Kenji Takahashi |
| 2019 | COMPSAC | Alchemy: Stochastic Feature Regeneration for Malicious Network Traffic Classification. | Bo Hu, Atsutoshi Kumagai, Kazunori Kamiya, Kenji Takahashi, Daniel Dalek, Ola Sderstrm, Kazuya Okada, Yuji Sekiya, Akihiro Nakao |