Matthias Kirchner

46 papers A* 2A 1C 2Misc 1Journal 11Unranked 27
YearRankTypeTitle / Venue / Authors
2025 A conf
A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations Using Semantic Significance.
WACV
Yuwei Chen, Ming-Ching Chang, Matthias Kirchner, Zhenfei Zhang, Xin Li, Arslan Basharat, Anthony Hoogs
2025 J jnl
Personalized Attacks of Social Engineering in Multi-turn Conversations - LLM Agents for Simulation and Detection.
CoRR
Tharindu Kumarage, Cameron Johnson, Jadie Adams, Lin Ai, Matthias Kirchner, Anthony Hoogs, Joshua Garland, Julia Hirschberg, Arslan Basharat, Huan Liu
2024 A* conf
Defending Against Social Engineering Attacks in the Age of LLMs.
EMNLP
Lin Ai, Tharindu Kumarage, Amrita Bhattacharjee, Zizhou Liu, Zheng Hui, Michael Davinroy, James Cook, Laura Cassani, Kirill Trapeznikov, Matthias Kirchner, Arslan Basharat, Anthony Hoogs, Joshua Garland, Huan Liu, Julia Hirschberg
2024 J jnl
Defending Against Social Engineering Attacks in the Age of LLMs.
CoRR
Lin Ai, Tharindu Kumarage, Amrita Bhattacharjee, Zizhou Liu, Zheng Hui, Michael Davinroy, James Cook, Laura Cassani, Kirill Trapeznikov, Matthias Kirchner, Arslan Basharat, Anthony Hoogs, Joshua Garland, Huan Liu, Julia Hirschberg
2023 J jnl
Unsupervised Image Classification by Ideological Affiliation from User-Content Interaction Patterns.
CoRR
Xinyi Liu, Jinning Li, Dachun Sun, Ruijie Wang, Tarek F. Abdelzaher, Matt Brown, Anthony Barricelli, Matthias Kirchner, Arslan Basharat
2021 J jnl
Sensor-based image manipulation localization with Discriminative Random fields and Graph Cut.
J. Vis. Commun. Image Represent.
Sujoy Chakraborty, Matthias Kirchner
2020 J jnl
SPN-CNN: Boosting Sensor-Based Source Camera Attribution With Deep Learning.
CoRR
Matthias Kirchner, Cameron Johnson
2019 C conf
CNN-based Rescaling Factor Estimation.
IH&MMSec
Chang Liu, Matthias Kirchner
2019 — conf
Information Security Meets Adversarial Examples.
WIFS
Matthias Kirchner, Cecilia Pasquini, Ilia Shumailov
2019 — conf
On the Security and Applicability of Fragile Camera Fingerprints.
ESORICS (1)
Erwin Quiring, Matthias Kirchner, Konrad Rieck
2019 J jnl
On the Security and Applicability of Fragile Camera Fingerprints.
CoRR
Erwin Quiring, Matthias Kirchner, Konrad Rieck
2019 — conf
SPN-CNN: Boosting Sensor-Based Source Camera Attribution With Deep Learning.
WIFS
Matthias Kirchner, Cameron Johnson
2019 J jnl
Unsupervised Image Manipulation Localization With Non-Binary Label Attribution.
IEEE Signal Process. Lett.
Morteza Darvish Morshedi Hosseini, Matthias Kirchner
2018 — conf
Image Manipulation Detection Using Sensor Linear Pattern.
Media Watermarking, Security, and Forensics
Miroslav Goljan, Jessica J. Fridrich, Matthias Kirchner
2017 — conf
Linear Filter Kernel Estimation Based on Digital Camera Sensor Noise.
Media Watermarking, Security, and Forensics
Chang Liu, Matthias Kirchner
2017 — conf
PRNU-based Image Manipulation Localization with Discriminative Random Fields.
Media Watermarking, Security, and Forensics
Sujoy Chakraborty, Matthias Kirchner
2017 C ed.
Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security, IH&MMSec 2017, Philadelphia, PA, USA, June 20-22, 2017
IH&MMSec
Matthew C. Stamm, Matthias Kirchner, Sviatoslav Voloshynovskiy
2016 — conf
Compression Forensics Beyond The First Significant Digit.
Media Watermarking, Security, and Forensics
Sujoy Chakraborty, Matthias Kirchner
2016 J jnl
Location Signatures That You Don't See: Highlights from the IEEE Signal Processing Cup 2016 Student Competition [SP Education].
IEEE Signal Process. Mag.
Min Wu, Adi Hajj-Ahmad, Matthias Kirchner, Yanpin Ren, Changshui Zhang, Patrizio Campisi
2016 — conf
Patch-Based Desynchronization of Digital Camera Sensor Fingerprints.
Media Watermarking, Security, and Forensics
John Entrieri, Matthias Kirchner
2015 — conf
A second look at first significant digit histogram restoration.
WIFS
Matthias Kirchner, Sujoy Chakraborty
2015 — conf
Fragile sensor fingerprint camera identification.
WIFS
Erwin Quiring, Matthias Kirchner
2015 — conf
Thinking beyond the block: block matching for copy-move forgery detection revisited.
Media Watermarking, Security, and Forensics
Matthias Kirchner, Pascal Schöttle, Christian Riess
2014 Misc conf
"Steganalysis in Technicolor" Boosting WS detection of stego images from CFA-interpolated covers.
ICASSP
Matthias Kirchner, Rainer Böhme
2014 J jnl
Forensic analysis of video file formats.
Digit. Investig.
Thomas Gloe, André Fischer, Matthias Kirchner
2014 — conf
The Humming Hum: Background Noise as a Carrier of ENF Artifacts in Mobile Device Audio Recordings.
IMF
Niklas Fechner, Matthias Kirchner
2013 — conf
Impeding forgers at photo inception.
Media Watermarking, Security, and Forensics
Matthias Kirchner, Peter Winkler, Hany Farid
2013 — ed.
Information Hiding - 14th International Conference, IH 2012, Berkeley, CA, USA, May 15-18, 2012, Revised Selected Papers
Information Hiding
Matthias Kirchner, Dipak Ghosal
2013 J jnl
Rotation Invariant Localization of Duplicated Image Regions Based on Zernike Moments.
IEEE Trans. Inf. Forensics Secur.
Seung-Jin Ryu, Matthias Kirchner, Min-Jeong Lee, Heung-Kyu Lee
2012 — —
Forensic analysis of resampled digital signals.
Matthias Kirchner
2012 — conf
Spectral methods to determine the exact scaling factor of resampled digital images.
ISCCSP
Stefan Pfennig, Matthias Kirchner
2012 — conf
Unexpected artefacts in PRNU-based camera identification: a 'Dresden Image Database' case-study.
MM&Sec
Thomas Gloe, Stefan Pfennig, Matthias Kirchner
2010 — conf
Efficient estimation of CFA pattern configuration in digital camera images.
Media Forensics and Security
Matthias Kirchner
2010 — conf
Linear row and column predictors for the analysis of resized images.
MM&Sec
Matthias Kirchner
2010 — conf
Lineare Zeilen- und Spaltenprädiktoren zur Erkennung von Bildskalierungen.
Sicherheit
Matthias Kirchner
2010 — conf
On detection of median filtering in digital images.
Media Forensics and Security
Matthias Kirchner, Jessica J. Fridrich
2009 — conf
Digitale Multimedia-Forensik - Techniken und Anwendungsgebiete.
GI Jahrestagung
Thomas Gloe, Matthias Kirchner
2009 — conf
Multimedia Forensics Is Not Computer Forensics.
IWCF
Rainer Böhme, Felix C. Freiling, Thomas Gloe, Matthias Kirchner
2009 — conf
Multimedia-Forensik als Teildisziplin der digitalen Forensik.
GI Jahrestagung
Rainer Böhme, Felix C. Freiling, Thomas Gloe, Matthias Kirchner
2009 — conf
On resampling detection in re-compressed images.
WIFS
Matthias Kirchner, Thomas Gloe
2009 — conf
Synthesis of color filter array pattern in digital images.
Media Forensics and Security
Matthias Kirchner, Rainer Böhme
2008 — conf
Fast and reliable resampling detection by spectral analysis of fixed linear predictor residue.
MM&Sec
Matthias Kirchner
2008 J jnl
Hiding Traces of Resampling in Digital Images.
IEEE Trans. Inf. Forensics Secur.
Matthias Kirchner, Rainer Böhme
2008 — conf
On the detectability of local resampling in digital images.
Security, Forensics, Steganography, and Watermarking of Multimedia Contents
Matthias Kirchner
2007 A* conf
Can we trust digital image forensics?
ACM Multimedia
Thomas Gloe, Matthias Kirchner, Antje Winkler, Rainer Böhme
2007 — conf
Tamper Hiding: Defeating Image Forensics.
Information Hiding
Matthias Kirchner, Rainer Böhme