arXiv Open Access 2021

Fake-image detection with Robust Hashing

Miki Tanaka Hitoshi Kiya
Lihat Sumber

Abstrak

In this paper, we investigate whether robust hashing has a possibility to robustly detect fake-images even when multiple manipulation techniques such as JPEG compression are applied to images for the first time. In an experiment, the proposed fake detection with robust hashing is demonstrated to outperform state-of-the-art one under the use of various datasets including fake images generated with GANs.

Topik & Kata Kunci

Penulis (2)

M

Miki Tanaka

H

Hitoshi Kiya

Format Sitasi

Tanaka, M., Kiya, H. (2021). Fake-image detection with Robust Hashing. https://arxiv.org/abs/2102.01313

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2021
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓