A destructive active defense algorithm for deepfake face images

被引:0
|
作者
Yang, Yang [1 ]
Idris, Norisma Binti [1 ]
Liu, Chang [2 ]
Wu, Hui [2 ]
Yu, Dingguo [3 ]
机构
[1] Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia
[2] Institute of Intelligent Media Technology, Communication University of Zhejiang, Hangzhou, China
[3] College of Media Engineering, Communication University of Zhejiang, Hangzhou, China
关键词
All Open Access; Gold;
D O I
10.7717/PEERJ-CS.2356
中图分类号
学科分类号
摘要
42
引用
收藏
相关论文
共 50 条
  • [1] A destructive active defense algorithm for deepfake face images
    Yang, Yang
    Idris, Norisma Binti
    Liu, Chang
    Wu, Hui
    Yu, Dingguo
    PEERJ COMPUTER SCIENCE, 2024, 10
  • [2] DeepFake Detection for Human Face Images and Videos: A Survey
    Malik, Asad
    Kuribayashi, Minoru
    Abdullahi, Sani M.
    Khan, Ahmad Neyaz
    IEEE ACCESS, 2022, 10 : 18757 - 18775
  • [3] Towards Generalized Detection of Face-Swap Deepfake Images
    Ghasemzadeh, Faraz
    Moghaddam, Tina
    Dai, Jingming
    Yun, Joobeom
    Kim, Dan Dongseong
    PROCEEDINGS OF THE 3RD ACM WORKSHOP ON SECURITY IMPLICATIONS OF DEEPFAKES AND CHEAPFAKES, ACM WDC 2024, 2024, : 8 - 13
  • [4] DFCatcher: A Deep CNN Model to Identify Deepfake Face Images
    Dhar, Arpita
    Biswas, Likhan
    Acharjee, Prima
    Ahmed, Shemonti
    Sultana, Abida
    Karim, Dewan Ziaul
    Parvez, Mohammad Zavid
    2021 IEEE REGION 10 CONFERENCE (TENCON 2021), 2021, : 545 - 550
  • [5] Sugar-coated poison defense on deepfake face-swapping attacks
    Guo, Cheng-Yao
    Yu, Fang
    PROCEEDINGS OF THE 2024 IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATION OF SOFTWARE TEST, AST 2024, 2024, : 78 - 87
  • [6] Swapping Face Images with Generative Neural Networks for Deepfake Technology - Experimental Study
    Zendran, Michal
    Rusiecki, Andrzej
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KSE 2021), 2021, 192 : 834 - 843
  • [7] DEEPFAKE IN FACE PERCEPTION RESEARCH
    Barabanschikov, Vladimir A.
    Marinova, Maria M.
    EKSPERIMENTALNAYA PSIKHOLOGIYA, 2021, 14 (01): : 4 - 19
  • [8] Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio DatasetDeepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset
    Munir, Sheza
    Sajjad, Wassay
    Raza, Mukeet
    Abbas, Emaan Mujahid
    Azeemi, Abdul Hameed
    Qazi, Ihsan Ayyub
    Raza, Agha Ali
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: ACL 2024, 2024, : 14470 - 14480
  • [9] Challenges and Applications of Face Deepfake
    Laishram, Lamyanba
    Rahman, Md Maklachur
    Jung, Soon Ki
    FRONTIERS OF COMPUTER VISION, IW-FCV 2021, 2021, 1405 : 131 - 156
  • [10] The deepfake threat to face biometrics
    Wojewidka J.
    Biometric Technology Today, 2020, 2020 (02) : 5 - 7