output
20232026
most citedLeveraging Data Geometry to Mitigate CSM in Steganalysis

1 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

4 papers

eess.IV2026

Tackle CSM in JPEG Steganalysis with Data Adaptation

Rony Abecidan, Vincent Itier, Jérémie Boulanger +2

Steganalysis models excel on benchmark datasets but struggle in the wild when analyzed images are produced by a processing pipeline unseen during training. This problem known as Co…

eess.IV2024

Blind Data Adaptation to tackle Covariate Shift in Operational Steganalysis

Rony Abecidan, Vincent Itier, Jérémie Boulanger +2

The proliferation of image manipulation for unethical purposes poses significant challenges in social networks. One particularly concerning method is Image Steganography, allowing…

math.DS2024

Generic continuous Lebesgue measure-preserving interval maps are nowhere monotone but invertible a.e

Jozef Bobok, Jernej Činč, Piotr Oprocha +1

We consider continuous maps of the interval which preserve the Lebesgue measure. Except for the identity map or $1 - \id$ all such maps have topological entropy at least …

cs.LG2023★ 1 cited

Leveraging Data Geometry to Mitigate CSM in Steganalysis

Rony Abecidan, Vincent Itier, Jérémie Boulanger +2

In operational scenarios, steganographers use sets of covers from various sensors and processing pipelines that differ significantly from those used by researchers to train stegana…