Kazuki Iwahana

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Differential Privacy

Collaborative Learning

Differentially Private

Top Venues

ESORICS Workshops (2)

J. Inf. Process.

UbiComp/ISWC Adjunct

Publications

Hiromasa Kitai, Naoto Yanai, Kazuki Iwahana, Masataka Tatsumi, Jason Paul Cruz
A Study on Quantized Parameters for Protection of a Model and Its Inference Input. J. Inf. Process. 31 (2023)
Osamu Saisho, Keiichiro Kashiwagi, Sakiko Kawai, Kazuki Iwahana, Koki Mitani
Sandbox AI: We Don't Trust Each Other but Want to Create New Value Efficiently Through Collaboration Using Sensitive Data. UbiComp/ISWC Adjunct (2023)
Kazuki Iwahana, Osamu Saisho, Takayuki Miura, Akira Ito
Can Inputs' Reconstruction Information Be Coded into Machine Learning Model's Outputs? ESORICS Workshops (2) (2023)
Kazuki Iwahana, Naoto Yanai, Toru Fujiwara
Backdoor Attacks Leveraging Latent Representation in Competitive Learning. ESORICS Workshops (2) (2023)
Kazuki Iwahana, Naoto Yanai, Jason Paul Cruz, Toru Fujiwara
SPGC: Integration of Secure Multiparty Computation and Differential Privacy for Gradient Computation on Collaborative Learning. J. Inf. Process. 30 (2022)
Hiromasa Kitai, Naoto Yanai, Kazuki Iwahana, Masataka Tatsumi, Jason Paul Cruz
MOTUS: How Quantized Parameters Improve Protection of Model and Its Inference Input. SecITC (2022)
Masataka Tasumi, Kazuki Iwahana, Naoto Yanai, Katsunari Shishido, Toshiya Shimizu, Yuji Higuchi, Ikuya Morikawa, Jun Yajima
First to Possess His Statistics: Data-Free Model Extraction Attack on Tabular Data. CoRR (2021)
Kazuki Iwahana, Naoto Yanai, Jason Paul Cruz, Toru Fujiwara
SPGC: An Integrated Framework of Secure Computation and Differential Privacy for Collaborative Learning. DPM/CBT@ESORICS (2021)
Kazuki Iwahana, Tatsuya Takemura, Ju Chien Cheng, Nami Ashizawa, Naoki Umeda, Kodai Sato, Ryota Kawakami, Rei Shimizu, Yuichiro Chinen, Naoto Yanai
MADMAX: Browser-Based Malicious Domain Detection Through Extreme Learning Machine. IEEE Access 9 (2021)