Publications

2022

1. Toward Reliable JPEG Steganalysis (at QF100)
   Levecque, E., Klein, J., Bas, P., & Butora, J.
   IEEE WIFS 2022
   paper
2. High Quality JPEG Compressor Detection via Decompression Error
   Butora, J., & Bas, P.
   GRETSI
   paper
3. Vers une stéganalyse certifiée pour des images JPEG
   Levecque, E., Butora, J., Klein, J., & Bas, P.
   GRETSI
   paper
4. Fighting the Reverse JPEG Compatibility Attack: Pick your Side
   Butora, J., & Bas, P.
   10th IH&MMSec. Workshop 2022
   paper

2021

1. CNN Steganalyzers Leverage Local Embedding Artifacts
   Yousfi, Y., Butora, J., & Fridrich, J.
   IEEE WIFS 2021
   paper
2. How to Pretrain for Steganalysis
   Butora, J., Yousfi, Y., & Fridrich, J.
   9th IH&MMSec. Workshop 2021
   paper
3. Revisiting Perturbed Quantization
   Butora, J., & Fridrich, J.
   9th IH&MMSec. Workshop 2021
   paper
4. Extending the Reverse JPEG Compatibility Attack to Double Compressed Images
   Butora, J., & Fridrich, J.
   IEEE ICASSP 2021
   paper
5. Improving EfficientNet for JPEG Steganalysis
   Yousfi, Y., Butora, J., Fridrich, J., & Fuji Tsang, C.
   9th IH&MMSec. Workshop 2021
   paper
6. Statistical Models for Image Steganography: Explaining and Replacing Heuristics
   Butora, J.
   In PhD Thesis, Binghamton University
   paper

2020

1. ImageNet Pre-trained CNNs for JPEG Steganalysis
   Yousfi, Y., Butora, J., Khvedchenya, E., & Fridrich, J.
   IEEE WIFS 2020
   paper
2. Turning Cost-Based Steganography into Model-Based
   Butora, J., Yousfi, Y., & Fridrich, J.
   8th IH&MMSec. Workshop 2020
   paper
3. Steganography and its Detection in JPEG Images Obtained with the "TRUNC" Quantizer
   Butora, J., & Fridrich, J.
   IEEE ICASSP 2020
   paper
4. Minimum Perturbation Cost Modulation for Side-Informed Steganography
   Butora, J., & Fridrich, J.
   Proc. IS&T, Electronic Imaging, Media Watermarking, Security, and Forensics 2020
   paper

2019

1. Reverse JPEG Compatibility Attack
   Butora, J., & Fridrich, J.
   IEEE Transactions on Information Forensics and Security, 15, 1444–1454
   paper
2. Effect of JPEG Quality on Steganographic Security
   Butora, J., & Fridrich, J.
   7th IH&MMSec. Workshop 2019
   paper
3. Breaking ALASKA: Color Separation for Steganalysis in JPEG Domain
   Yousfi, Y., Butora, J., Fridrich, J., & Giboulot, Q.
   7th IH&MMSec. Workshop 2019
   paper
4. Detection of Diversified Stego Sources with CNNs
   Butora, J., & Fridrich, J.
   Proc. IS&T, Electronic Imaging, Media Watermarking, Security, and Forensics 2019
   paper