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Yousfi Yassine Yousfi
Affiliation: Ph.D. candidate, Binghamton University, State University of New York,
Department of Electrical and Computer Engineering, T.J. Watson School of Engineering
Education:
2018 - M.Sc. in Data Science and Machine Learning, Ecole Centrale de Lille - France
Specialization: Steganography and Steganalysis, Image Processing, Machine Learning systems, Deep Learning design, Digital Watermarking
Publications: 2021
  • How to Pretrain for Steganalysis, J. Butora, Y. Yousfi, J. Fridrich, 9th IH&MMSec. Workshop, Brussels, Belgium, June 22-25, 2021.
    pdf[pdf]

  • Improving EfficientNet for JPEG Steganalysis, Y. Yousfi, J. Butora, J. Fridrich, C. F. Tsang, 9th IH&MMSec. Workshop, Brussels, Belgium, June 22-25, 2021.
    pdf[pdf]

2020
  • ImageNet Pre-trained CNN Models for JPEG Steganalysis, Y. Yousfi, J. Butora, J. Fridrich, E. Khvedchenya IEEE WIFS, New York, NY, December 6-11, 2020.
    pdf[pdf]
    2nd place at the ALASKA II steganalysis kaggle

  • Successive Information Bottleneck and applications in Deep Learning, Y. Yousfi, E. Akyol ASILOMAR Conference on Signals, Systems and Computers 2020.
    pdf[pdf]

  • Turning Cost-Based Steganography into Model-Based, J. Butora, Y. Yousfi, J. Fridrich, 8th IH&MMSec. Workshop, Denver, CO, June 20-22, 2020.
    pdf[pdf]

  • An Intriguing Struggle of CNNs in JPEG Steganalysis and the OneHotConv Solution, Y. Yousfi and J. Fridrich, IEEE SPL, 2020.
    pdf[pdf]

  • JPEG Steganalysis Detectors Scalable With Respect to Compression Quality, Y. Yousfi and J. Fridrich, Proc. IS&T, Electronic Imaging, Media Watermarking, Security, and Forensics 2020, San Francisco, CA, January 26-30, 2020.
    pdf[pdf]

2019
  • Breaking ALASKA: Color Separation for Steganalysis in JPEG Domain, Y. Yousfi, J. Butora, J. Fridrich and Q. Giboulot, 7th IH&MMSec. Workshop, Paris, France, July 3-5, 2019.
    pdf[pdf]
    Winners of the ALASKA steganalysis challenge

Teaching:
  • Fall 2020 EECE 580-G Deep Learning for ECE

  • Spring 2020 EECE 566 Detection Theory

Homepage: www.yassineyousfi.github.io/
Contact: yyousfi1 (AT) binghamton (DOT) edu