Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
CCS |
2024-03-27 13:00 |
Hokkaido |
RUSUTSU RESORT |
Training of Encoder-Decoder models and its application towards edge computing Koki Nobori, Hiiro Yamazaki, Kota Ando, Tetsuya Asai (Hokkaido Univ.) CCS2023-42 |
This study investigates the use of the Encoder-Decoder architecture and its application to generative AI for learning on... [more] |
CCS2023-42 pp.18-23 |
ICSS, IPSJ-SPT |
2024-03-21 16:10 |
Okinawa |
OIST (Primary: On-site, Secondary: Online) |
Considerations on Differential Privacy Mechanisms in MNIST Naoki Kawahara, Pengxuan Wei, Ryunosuke Higashi, Kenta Okada, Tatsuhiro Yamatsuki, Atsuko Miyaji (Osaka Univ.) ICSS2023-81 |
In recent years, data utilization technologies, including machine learning, have been steadily advancing. One means of p... [more] |
ICSS2023-81 pp.85-92 |
ICSS, IPSJ-SPT |
2024-03-22 10:55 |
Okinawa |
OIST (Primary: On-site, Secondary: Online) |
Improved signature-embedding techniques against backdoor attacks on DNN models Akira Fujimoto, Yuntao Wang, Atsuko Miyaji (OU) ICSS2023-87 |
In recent years, machine learning, particularly deep learning, has made remarkable strides, and has great impact on our ... [more] |
ICSS2023-87 pp.129-136 |
ICSS, IPSJ-SPT |
2024-03-22 11:20 |
Okinawa |
OIST (Primary: On-site, Secondary: Online) |
Evaluation of Feature Inference Risk from Explainable AI metrics LIME and Shapley Values Ryotaro Toma, Hiroaki Kikuchi (Meiji Univ.) ICSS2023-88 |
Explainability has gained attention to ensure fairness and transparency in machine learning models, providing users with... [more] |
ICSS2023-88 pp.137-144 |
ICSS, IPSJ-SPT |
2024-03-22 12:10 |
Okinawa |
OIST (Primary: On-site, Secondary: Online) |
Study of the Label-Flipping Poisoning Attack on Machine-Learning Based Malicious URL Query Detection. Akira Matsunami (Nagoya Univ.), Hirokazu Hasegawa (NII), Yukiko Yamaguchi, Hajime Shimada (Nagoya Univ.) ICSS2023-90 |
In recent years, there have been a large increase of cyber attacks with increasing use of web applications. A method to... [more] |
ICSS2023-90 pp.153-159 |
DC, CPSY, IPSJ-SLDM, IPSJ-EMB, IPSJ-ARC [detail] |
2024-03-23 11:45 |
Nagasaki |
Ikinoshima Hall (Primary: On-site, Secondary: Online) |
Evaluating composition of quantum circuit and learnability in quantum neural network with NISQ devices Naoki Marumo (Waseda Univ.), Yasutaka Wada (Meisei Univ.), Kazunori Ueda, Keiji Kimura (Waseda Univ.) CPSY2023-52 DC2023-118 |
The more numbers of repeat of Ansatz and the more qubit entangling improve learnability of quantum machine learning by v... [more] |
CPSY2023-52 DC2023-118 pp.82-87 |
EMCJ, MICT (Joint) |
2024-03-15 10:55 |
Shimane |
|
Analysis of BPSD onset time to improve BPSD prediction performance with environmental and vital sensor data Tatsunoshin Shinmi (The Univ. of Electro-Communications), Naoya Tokiwa (RAKUS Partners), Junichi Shibata, Toshikazu Suzuki (iD), Takehiko Kashiwagi (The Univ. of Electro-Communications), Tatsuya Moe (RAKUS Partners), Kaito Kamura, Hyuta Onuma, Shunichi Tano, Yasuhiro Minami (The Univ. of Electro-Communications) MICT2023-79 |
Behavioral and psychological symptoms of dementia (BPSD) that develop in patients with dementia not only impose a heavy ... [more] |
MICT2023-79 pp.12-16 |
CAS, CS |
2024-03-15 14:45 |
Okinawa |
|
Exploring Uniform Convergence in Neural Networks and its Implication on Generalization Error Zong Xianzhe, Hiroshi Tamura (CHUO Univ.) CAS2023-135 CS2023-128 |
Uniform Convergence, a well-established framework for evaluating generalization in traditional Machine Learning, frequen... [more] |
CAS2023-135 CS2023-128 pp.134-139 |
SIS |
2024-03-15 10:40 |
Kanagawa |
Kanagawa Institute of Technology (Primary: On-site, Secondary: Online) |
A study of low-level Gaussian noise estimating by using machine learning Takashi Suzuki (MicroTechnica), Tomoaki Kimura (Kanagawa institute of technology) SIS2023-57 |
In this study, we investigate a noise estimation method for low-level Gaussian noise with a standard deviation of less t... [more] |
SIS2023-57 pp.67-72 |
RCC, ISEC, IT, WBS |
2024-03-13 - 2024-03-14 |
Osaka |
Osaka Univ. (Suita Campus) |
Research on safety verification of Japanese stamp Uehara Asato (NTT-Me), Matsuzawa Yuito, Sugita Makoto (SUS) IT2023-75 ISEC2023-74 WBS2023-63 RCC2023-57 |
In recent years, machine learning has been used with high accuracy in the security field for handwriting appraisal and f... [more] |
IT2023-75 ISEC2023-74 WBS2023-63 RCC2023-57 pp.1-4 |
RCC, ISEC, IT, WBS |
2024-03-13 - 2024-03-14 |
Osaka |
Osaka Univ. (Suita Campus) |
An improvement method and security evaluation for the method of protecting ownership using digital watermark Dung Ta Anh, Hidema Tanaka (NDA) IT2023-76 ISEC2023-75 WBS2023-64 RCC2023-58 |
Since developing high-performance AI models requires significant time and cost, it is common to customize publicly avail... [more] |
IT2023-76 ISEC2023-75 WBS2023-64 RCC2023-58 pp.5-11 |
RCC, ISEC, IT, WBS |
2024-03-13 - 2024-03-14 |
Osaka |
Osaka Univ. (Suita Campus) |
Comparison of accuracy of classification methods using machine learning for imaged malware Kenta Usui, Hiroki Tanioka, Masahiko Sano, Kenji Matsuura, Tetsushi Ueta (Tokushima Univ.) IT2023-114 ISEC2023-113 WBS2023-102 RCC2023-96 |
In recent years, the damage caused by malware has become more serious, and the increase in the number of variants of exi... [more] |
IT2023-114 ISEC2023-113 WBS2023-102 RCC2023-96 pp.254-258 |
RCC, ISEC, IT, WBS |
2024-03-13 - 2024-03-14 |
Osaka |
Osaka Univ. (Suita Campus) |
Improving classification accuracy of imaged malware through data expansion Kaoru Yokobori, Hiroki Tanioka, Masahiko Sano, Kenji Matsuura, Tetsushi Ueta (Tokushima Univ.) IT2023-115 ISEC2023-114 WBS2023-103 RCC2023-97 |
Although malware-based attacks have existed for years,
malware infections increased in 2019 and 2020.
One of the reaso... [more] |
IT2023-115 ISEC2023-114 WBS2023-103 RCC2023-97 pp.259-264 |
LOIS |
2024-03-14 14:05 |
Okinawa |
Okinawa Pref Danjyo-Kyoudou-Sankaku Center (Primary: On-site, Secondary: Online) |
Address Classification Method Considering Address Cluster in Blockchain Tomohiro Ojika, Shin Morishima (Toyama Prefectural Univ) LOIS2023-65 |
Blockchain is widely used for multiple applications because of its different features from existing finance, but due to ... [more] |
LOIS2023-65 pp.102-107 |
NLP, MSS |
2024-03-13 13:55 |
Misc. |
Kikai-Shinko-Kaikan Bldg. |
Improvement of TimesNet's Inception Module in Time Series Prediction Sayaka Tanaka, Masato Shirai (Shimane Univ.) MSS2023-77 NLP2023-129 |
In recent years, time series forecasting has been actively researched. Time series prediction uses the continuity and pe... [more] |
MSS2023-77 NLP2023-129 pp.35-37 |
NLP, MSS |
2024-03-13 15:25 |
Misc. |
Kikai-Shinko-Kaikan Bldg. |
Machine learning-based solubility prediction and meta-heuristic search for multiple mutation patterns Kaisei Kojima, Kazutoshi Sakakibara, Masaki Nakamura (Toyama Prefectural Univ.), Daisuke Matsui (Ritsumeikan Univ.) MSS2023-80 NLP2023-132 |
In order to solubilize insoluble proteins that cannot be used for industrial purposes, experiments have been performed t... [more] |
MSS2023-80 NLP2023-132 pp.48-53 |
IE, MVE, CQ, IMQ (Joint) [detail] |
2024-03-14 15:40 |
Okinawa |
Okinawa Sangyo Shien Center (Primary: On-site, Secondary: Online) |
A study on figure skater's motion analysis for AI based jump classification Tomoya Tsubai, Nobutaka Kuroki, Masahiro Numa (Kobe Univ.) IMQ2023-53 IE2023-108 MVE2023-82 |
This paper proposes a method for recording time-series data from MediaPipe Pose and a method for configuring a neural ne... [more] |
IMQ2023-53 IE2023-108 MVE2023-82 pp.220-223 |
IA, SITE, IPSJ-IOT [detail] |
2024-03-12 16:00 |
Okinawa |
Miyakojima City Future Creation Center (Primary: On-site, Secondary: Online) |
Improvement of Unknown Malicious Domain Detection Based on DNS Query History Analysis Hiroto Yamada, Daiki Nobayashi, Takeshi Ikenaga (kyutech) SITE2023-83 IA2023-89 |
Network users are increasing and there is concern about the malware infection.
In some cases, malware-infected terminal... [more] |
SITE2023-83 IA2023-89 pp.92-97 |
EE |
2024-03-11 09:15 |
Tokyo |
(Primary: On-site, Secondary: Online) |
Design Methodology for Load-Independent WPT Systems Using Machine Learning Naoki Fukuda, Yutaro Komiyama, Wenqi Zhu, Yinchen Xie, Ayano Komanaka, Akihiro Konishi, Kien Nguyen, Hiroo Sekiya (Chiba Univ.) EE2023-58 |
This paper proposes a design method for load-independent wireless power transfer (WPT) systems using machine learning.
... [more] |
EE2023-58 pp.6-11 |
NC, MBE (Joint) |
2024-03-11 11:40 |
Tokyo |
The Univ. of Tokyo (Primary: On-site, Secondary: Online) |
Basic Consideration for the Effect of Gait Data Measured by a Simple Accelerometer on the Performance of Frailty Symptom Classifiers Takumi Chino (Shinshu Grad school), Mizue Kayama (Shinshu Univ.), Masaki Tachibana (Shinshu Grad school), Taishi Wakitani, Nobuyuki Tachi (Shinshu Univ.), Takashi Nagai (Inst of Tech) MBE2023-71 |
The purpose of this study is to explore the possibility of preventing frailty symptoms through gait characteristics comp... [more] |
MBE2023-71 pp.13-18 |