Fingerprint
Dive into the research topics where Junnichi Takeuchi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Towards Architecture-Independent Function Call Analysis for IoT Malware
Ma, K., Han, C., Tanaka, A., Takahashi, T. & Takeuchi, J., 2026, Information Security - 28th International Conference, ISC 2025, Proceedings. Cha, S. K. & Park, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 367-387 21 p. (Lecture Notes in Computer Science; vol. 16186 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
-
Towards Explainable Machine Learning NIDS Reflecting Cyber-Attack Characteristics
Kawanaka, S., Miyamoto, K., Han, C., Ban, T., Takahashi, T. & Takeuchi, J., Nov 13 2025, ARTMAN 2025 - Proceedings of the Workshop on Recent Advances in Resilient and Trustworthy MAchine learning-driveN systems. Blanc, G., Takahashi, T. & Zhang, Z. (eds.). Association for Computing Machinery, Inc, p. 34-44 11 p. (ARTMAN 2025 - Proceedings of the Workshop on Recent Advances in Resilient and Trustworthy MAchine learning-driveN systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Intrusion Detection Simplified: A Feature-free Approach to Traffic Classification Using Transformers
Miyamoto, K., Han, C., Ban, T., Takahashi, T. & Takeuchi, J., 2024, Proceeding - 2024 Annual Computer Security Applications Conference Workshops, ACSACW 2024. Institute of Electrical and Electronics Engineers Inc., p. 20-29 10 p. (Proceeding - 2024 Annual Computer Security Applications Conference Workshops, ACSACW 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
-
Risk Bound on MDL Estimator for Simple ReLU Networks
Takeishi, Y. & Takeuchi, J., 2024, 2024 IEEE International Symposium on Information Theory, ISIT 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 256-261 6 p. (IEEE International Symposium on Information Theory - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
-
Approximate spectral decomposition of Fisher information matrix for simple ReLU networks
Takeishi, Y., Iida, M. & Takeuchi, J., Jul 2023, In: Neural Networks. 164, p. 691-706 16 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Citations (Scopus)