顔認識システム

Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks

Authors: Junying Wang, Hongyuan Zhang, Yuan Yuan | Published: 2025-03-11
プライバシー保護
敵対的サンプル
顔認識システム

Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding

Authors: Jonggyu Jang, Hyeonsu Lyu, Seongjin Hwang, Hyun Jong Yang | Published: 2024-08-08
ウォーターマーキング
透かし評価
顔認識システム

Model for Peanuts: Hijacking ML Models without Training Access is Possible

Authors: Mahmoud Ghorbel, Halima Bouzidi, Ioan Marius Bilasco, Ihsen Alouani | Published: 2024-06-03
メンバーシップ推論
攻撃手法
顔認識システム

IPFed: Identity protected federated learning for user authentication

Authors: Yosuke Kaga, Yusei Suzuki, Kenta Takahashi | Published: 2024-05-07
プライバシー保護手法
メンバーシップ推論
顔認識システム

FaRO 2: an Open Source, Configurable Smart City Framework for Real-Time Distributed Vision and Biometric Systems

Authors: Joel Brogan, Nell Barber, David Cornett, David Bolme | Published: 2022-09-26
プライバシー保護手法
フレームワーク
顔認識システム

Privacy Attacks Against Biometric Models with Fewer Samples: Incorporating the Output of Multiple Models

Authors: Sohaib Ahmad, Benjamin Fuller, Kaleel Mahmood | Published: 2022-09-22
プライバシー評価
モデル抽出攻撃
顔認識システム

An anomaly detection approach for backdoored neural networks: face recognition as a case study

Authors: Alexander Unnervik, Sébastien Marcel | Published: 2022-08-22
バックドア攻撃
攻撃検出
顔認識システム

NTD: Non-Transferability Enabled Backdoor Detection

Authors: Yinshan Li, Hua Ma, Zhi Zhang, Yansong Gao, Alsharif Abuadbba, Anmin Fu, Yifeng Zheng, Said F. Al-Sarawi, Derek Abbott | Published: 2021-11-22
交通標識分類
非転送性検出
顔認識システム

Adversarial Mask: Real-World Universal Adversarial Attack on Face Recognition Model

Authors: Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai | Published: 2021-11-21 | Updated: 2022-09-07
一般化の影響
敵対的攻撃
顔認識システム

Dodging Attack Using Carefully Crafted Natural Makeup

Authors: Nitzan Guetta, Asaf Shabtai, Inderjeet Singh, Satoru Momiyama, Yuval Elovici | Published: 2021-09-14
メイクアップ攻撃
敵対的攻撃
顔認識システム