顔認識

Jailbreaking GPT-4V via Self-Adversarial Attacks with System Prompts

Authors: Yuanwei Wu, Xiang Li, Yixin Liu, Pan Zhou, Lichao Sun | Published: 2023-11-15 | Updated: 2024-01-20
プロンプトインジェクション
攻撃手法
顔認識

How Robust is Google’s Bard to Adversarial Image Attacks?

Authors: Yinpeng Dong, Huanran Chen, Jiawei Chen, Zhengwei Fang, Xiao Yang, Yichi Zhang, Yu Tian, Hang Su, Jun Zhu | Published: 2023-09-21 | Updated: 2023-10-14
敵対的訓練
防御手法
顔認識

Powerful Physical Adversarial Examples Against Practical Face Recognition Systems

Authors: Inderjeet Singh, Toshinori Araki, Kazuya Kakizaki | Published: 2022-03-23
スムーズネスペナルティ
物理攻撃
顔認識

Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward

Authors: Momina Masood, Marriam Nawaz, Khalid Mahmood Malik, Ali Javed, Aun Irtaza | Published: 2021-02-25 | Updated: 2021-11-23
ディープフェイク技術
音声合成技術
顔認識

FoggySight: A Scheme for Facial Lookup Privacy

Authors: Ivan Evtimov, Pascal Sturmfels, Tadayoshi Kohno | Published: 2020-12-15
データプライバシー評価
敵対的サンプル
顔認識

FaceLeaks: Inference Attacks against Transfer Learning Models via Black-box Queries

Authors: Seng Pei Liew, Tsubasa Takahashi | Published: 2020-10-27
メンバーシップ推論
メンバーシップ開示リスク
顔認識

Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink Conditioning

Authors: Stefan Zwaard, Henk-Jan Boele, Hani Alers, Christos Strydis, Casey Lew-Williams, Zaid Al-Ars | Published: 2020-10-14
機械学習
連合学習
顔認識

Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack

Authors: Hadi Mansourifar, Weidong Shi | Published: 2020-08-23
モデルインバージョン
敵対的攻撃手法
顔認識

Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method

Authors: J. Matias Di Martino, Fernando Suzacq, Mauricio Delbracio, Qiang Qiu, Guillermo Sapiro | Published: 2020-04-03
3D特徴抽出
ロバスト性分析
顔認識