Yassine Yousfi

ES 2340

Engineering & Science Building

85 Murray Hill Rd, Vestal, NY 13850

I am a PhD candidate at Binghamton University (NY). My research focus is on Machine Learning and Deep Learning and their applications in digital media security such as Steganography/Steganalysis or Watermarking. I also hold a MSc in Computer Science/Machine Learning from École Centrale de Lille (France).

news

Sep 16, 2020 I am a co-instructor of record of a new graduate level course at Binghamton University: Deep Learning for ECE! Read about it here.
Jul 1, 2020 My team placed 2nd at the Alaska2 Steganalysis challenge on Kaggle! Read about it here.
May 31, 2020 Our paper “An Intriguing Struggle of CNNs in JPEG Steganalysis and the OneHot Solution” is accepted at IEEE SPL. Read about it here.
Jan 30, 2019 We ranked first in the Alaska1 Steganalysis challenge ALASKA, Learn more here.

selected publications

  1. SPL
    An Intriguing Struggle of CNNs in JPEG Steganalysis and the OneHot Solution
    Yousfi, Y., and Fridrich, J.
    IEEE Signal Processing Letters 2020
  2. EI
    JPEG steganalysis detectors scalable with respect to compression quality
    Yousfi, Y., and Fridrich, J.
    In Proceedings IS&T, Electronic Imaging, Media Watermarking, Security, and Forensics 2020
  3. IH
    Breaking ALASKA: Color Separation for Steganalysis in JPEG Domain
    Yousfi, Y., Butora, J., Giboulot, Q., and Fridrich, J.
    In The 7th ACM Workshop on Information Hiding and Multimedia Security 2019