[HTML][HTML] Forensic analysis of AI-compression traces in spatial and frequency domain

S Bergmann, D Moussa, F Brand, A Kaup… - Pattern Recognition …, 2024 - Elsevier
The classical JPEG compression is a rich source of cues for forensic image analysis.
However, this compression standard will in the near future be complemented by a new …

Frequency-Domain Analysis of Traces for the Detection of AI-based Compression

S Bergmann, D Moussa, F Brand… - … on Biometrics and …, 2023 - ieeexplore.ieee.org
The JPEG algorithm is the most popular compression method on the internet. Its properties
have been extensively studied in image forensics for examining image origin and …

Forensic Recognition of Codec-Specific Image Compression Artefacts

M Hafner, A Radovic, M Langer, S Findenig… - Proceedings of the 2024 …, 2024 - dl.acm.org
This work investigates the possibility to conduct a forensic discrimination of decoded
versions of 10 different lossy image compression file formats, including 4 ISO/IEC still image …

Trustworthy Compression? Impact of AI-based Codecs on Biometrics for Law Enforcement

S Bergmann, D Moussa, C Riess - arXiv preprint arXiv:2408.10823, 2024 - arxiv.org
Image-based biometrics can aid law enforcement in various aspects, for example in iris,
fingerprint and soft-biometric recognition. A critical precondition for recognition is the …