Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training?

Sharif Abuadbba, Kyuyeon Kim, Minki Kim, Chandra Thapa, Seyit Ahmet Çamtepe, Yansong Gao, Hyoungshick Kim, Surya Nepal. Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training?. In Hung-Min Sun, Shiuh-Pyng Shieh, Guofei Gu, Giuseppe Ateniese, editors, ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, Taipei, Taiwan, October 5-9, 2020. pages 305-318, ACM, 2020. [doi]

Authors

Sharif Abuadbba

This author has not been identified. Look up 'Sharif Abuadbba' in Google

Kyuyeon Kim

This author has not been identified. Look up 'Kyuyeon Kim' in Google

Minki Kim

This author has not been identified. Look up 'Minki Kim' in Google

Chandra Thapa

This author has not been identified. Look up 'Chandra Thapa' in Google

Seyit Ahmet Çamtepe

This author has not been identified. Look up 'Seyit Ahmet Çamtepe' in Google

Yansong Gao

This author has not been identified. Look up 'Yansong Gao' in Google

Hyoungshick Kim

This author has not been identified. Look up 'Hyoungshick Kim' in Google

Surya Nepal

This author has not been identified. Look up 'Surya Nepal' in Google