SS-MSF-2.3

Model Inversion Attack against a Face Recognition System in a Black-Box Setting

Shunsuke Yoshimura, Kazuaki Nakamura, Naoko Nitta, Noboru Babaguchi, Osaka University, Japan
Session:
Deep Generative Models for Media Clones and Its Detection
Track:
Multimedia Security and Forensics (MSF)
Session Time:
Thu, 16 Dec, 09:00 - 11:00 Japan Standard Time (UTC +9)
Thu, 16 Dec, 00:00 - 02:00 Coordinated Universal Time
Wed, 15 Dec, 19:00 - 21:00 Eastern Standard Time (UTC -4)
Wed, 15 Dec, 16:00 - 18:00 Pacific Standard Time (UTC -7)
Session Co-Chairs:
Minoru Kuribayashi, Okayama University, Japan and Ngoc-Dung T. Tieu, National Institute of Informatics, Japan
Presentation
Not logged in.
Discussion
Not logged in.
Resources
Not logged in.
Session SS-MSF-2
TH1.LS-B.1: DETECTING DEEPFAKE VIDEOS USING DIGITAL WATERMARKING
Amna Qureshi, Universitat Oberta de Catalunya; University of Bradford, Spain; David Megías, Universitat Oberta de Catalunya, Spain; Minoru Kuribayashi, Okayama University, Japan
TH1.LS-B.2: A FLEXIBLE REVERSIBLE DATA HIDING METHOD IN COMPRESSIBLE ENCRYPTED IMAGES
Ryota Motomura, Shoko Imaizumi, Chiba University, Japan; Hitoshi Kiya, Tokyo Metropolitan University, Japan
TH1.LS-B.3: Model Inversion Attack against a Face Recognition System in a Black-Box Setting
Shunsuke Yoshimura, Kazuaki Nakamura, Naoko Nitta, Noboru Babaguchi, Osaka University, Japan
TH1.LS-B.4: FEATURE EXTRACTION SUITABLE FOR DOUBLE JPEG COMPRESSION ANALYSIS BASED ON STATISTICAL BIAS OBSERVATION OF DCT COEFFICIENTS
Daichi Takeshita, Minoru Kuribayashi, Nobuo Funabiki, Okayama University, Japan
TH1.LS-B.5: FEATURE EXTRACTION BASED ON DENOISING AUTO ENCODER FOR CLASSIFICATION OF ADVERSARIAL EXAMPLES
Yuma Yamasaki, Minoru Kuribayashi, Nobuo Funabiki, Okayama University, Japan; Huy Hong Nguyen, Isao Echizen, National Institute of Informatics, Japan