Hiromu Yakura (hiromu1996)

• hiromu1996@gmail.com
• hiromu1996
• Hiromu Yakura
• hiromu

Publications

Refereed Journals

1. Hiromu Yakura, Shinnosuke Shinozaki, Reon Nishimura, Yoshihiro Oyama and Jun Sakuma: Neural Malware Analysis with Attention Mechanism, Computers & Security, Vol. 87, No. 101592, November 2019. [DOI]

Peer-Reviewed International Conferences

1. Riku Arakawa and Hiromu Yakura (equal contribution): INWARD: A Computer-Supported Tool for Video-Reflection Improves Efficiency and Effectiveness in Executive Coaching, In Proceedings of the 2020 ACM CHI Conference on Human Factors in Computing Systems (ACM CHI 2020), No. 574, April 2020. [DOI]
2. Hiromu Yakura, Youhei Akimoto and Jun Sakuma: Generate (non-software) Bugs to Fool Classifiers, In Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020), pp. xx-xx, February 2020. [Project Page] [arXiv] [Source Code]
3. Hiromu Yakura and Jun Sakuma: Robust Audio Adversarial Example for a Physical Attack, In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), pp. 5334-5441, August 2019. [Project Page] [DOI] [arXiv] [Source Code]
4. Riku Arakawa and Hiromu Yakura (equal contribution): REsCUE: A framework for REal-time feedback on behavioral CUEs using multimodal anomaly detection, In Proceedings of the 2019 ACM CHI Conference on Human Factors in Computing Systems (ACM CHI 2019), No. 572, May 2019. [DOI] [arXiv]
5. Hiromu Yakura, Shinnosuke Shinozaki, Reon Nishimura, Yoshihiro Oyama and Jun Sakuma: Malware Analysis of Imaged Binary Samples by Convolutional Neural Network with Attention Mechanism, In Proceedings of the 8th ACM Conference on Data and Application Security and Privacy (ACM CODASPY 2018), pp. 127-134, Match 2018. [DOI]
6. Hiromu Yakura, Tomoyasu Nakano and Masataka Goto: FocusMusicRecommender: A System for Recommending Music to Listen to While Working, In Proceedings of the 23rd Annual Meeting of the Intelligent Interfaces Community (ACM IUI 2018), pp. 7-18, March 2018. [DOI]

Other Publications

1. Hiromu Yakura, Shinnosuke Shinozaki, Reon Nishimura, Yoshihiro Oyama and Jun Sakuma: Malware Analysis of Imaged Binary Samples by Convolutional Neural Network with Attention Mechanism, In Proceedings of 10th ACM Workshop on Artificial Intelligence and Security (AISec 2017) - Poster, pp. 55-56, November 2017. [DOI]

Invited Talks

1. Hiromu Yakura and Jun Sakuma: Audio Adversarial Example in the Physical World, The 14th International Workshop on Security (IWSEC 2019), August 2019.

Prizes