Matthew C. Stamm

94 papers A* 1A 4B 11C 7Misc 17Journal 37Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Autonomous and Self-Adapting System for Synthetic Media Detection and Attribution. CoRR Aref Azizpour, Tai D. Nguyen, Matthew C. Stamm
2025	A*	`conf`	Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images. CVPR Tai D. Nguyen, Aref Azizpour, Matthew C. Stamm
2025	J	`jnl`	Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images. CoRR Tai D. Nguyen, Aref Azizpour, Matthew C. Stamm
2025	J	`jnl`	Generative Adversarial Attacks Against Deep- Learning-Based Camera Model Identification. IEEE Trans. Inf. Forensics Secur. Chen Chen, Xinwei Zhao, Matthew C. Stamm
2025	A	`conf`	MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence. WACV Tai D. Nguyen, Matthew C. Stamm
2025	J	`jnl`	MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence. CoRR Tai D. Nguyen, Matthew C. Stamm
2025	C	`conf`	SAFE: Synthetic Audio Forensics Evaluation Challenge. IH&MMSec Kirill Trapeznikov, Paul Cummer, Pranay Pherwani, Jai Aslam, Michael Davinroy, Peter Bautista, Laura Cassani, Matthew C. Stamm
2025	J	`jnl`	Synthetic Audio Forensics Evaluation (SAFE) Challenge. CoRR Kirill Trapeznikov, Paul Cummer, Pranay Pherwani, Jai Aslam, Michael Davinroy, Peter Bautista, Laura Cassani, Matthew C. Stamm, Jill Crisman
2025	J	`jnl`	Unmasking Puppeteers: Leveraging Biometric Leakage to Disarm Impersonation in AI-based Videoconferencing. CoRR Danial Samadi Vahdati, Tai D. Nguyen, Ekta Prashnani, Koki Nagano, David Luebke, Orazio Gallo, Matthew C. Stamm
2024	J	`jnl`	Attacking Image Splicing Detection and Localization Algorithms Using Synthetic Traces. IEEE Trans. Inf. Forensics Secur. Shengbang Fang, Matthew C. Stamm
2024	—	`conf`	Beyond Deepfake Images: Detecting AI-Generated Videos. CVPR Workshops Danial Samadi Vahdati, Tai D. Nguyen, Aref Azizpour, Matthew C. Stamm
2024	J	`jnl`	Beyond Deepfake Images: Detecting AI-Generated Videos. CoRR Danial Samadi Vahdati, Tai D. Nguyen, Aref Azizpour, Matthew C. Stamm
2024	—	`conf`	E3: Ensemble of Expert Embedders for Adapting Synthetic Image Detectors to New Generators Using Limited Data. CVPR Workshops Aref Azizpour, Tai D. Nguyen, Manil Shrestha, Kaidi Xu, Edward Kim, Matthew C. Stamm
2024	J	`jnl`	E3: Ensemble of Expert Embedders for Adapting Synthetic Image Detectors to New Generators Using Limited Data. CoRR Aref Azizpour, Tai D. Nguyen, Manil Shrestha, Kaidi Xu, Edward Kim, Matthew C. Stamm
2024	A	`conf`	VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces. WACV Tai D. Nguyen, Shengbang Fang, Matthew C. Stamm
2023	C	`conf`	Comprehensive Dataset of Synthetic and Manipulated Overhead Imagery for Development and Evaluation of Forensic Tools. IH&MMSec Brandon B. May, Kirill Trapeznikov, Shengbang Fang, Matthew C. Stamm
2023	J	`jnl`	Comprehensive Dataset of Synthetic and Manipulated Overhead Imagery for Development and Evaluation of Forensic Tools. CoRR Brandon B. May, Kirill Trapeznikov, Shengbang Fang, Matthew C. Stamm
2023	—	`conf`	Defending Low-Bandwidth Talking Head Videoconferencing Systems From Real-Time Puppeteering Attacks. CVPR Workshops Danial Samadi Vahdati, Tai D. Nguyen, Matthew C. Stamm
2023	—	`conf`	Detecting GAN-generated synthetic images using semantic inconsistencies. Media Watermarking, Security, and Forensics Danial Samadi Vahdati, Matthew C. Stamm
2023	A	`conf`	Open Set Synthetic Image Source Attribution. BMVC Shengbang Fang, Tai D. Nguyen, Matthew C. Stamm
2023	J	`jnl`	Open Set Synthetic Image Source Attribution. CoRR Shengbang Fang, Tai D. Nguyen, Matthew C. Stamm
2023	A	`conf`	Semantic Adversarial Attacks via Diffusion Models. BMVC Chenan Wang, Jinhao Duan, Chaowei Xiao, Edward Kim, Matthew C. Stamm, Kaidi Xu
2023	J	`jnl`	Semantic Adversarial Attacks via Diffusion Models. CoRR Chenan Wang, Jinhao Duan, Chaowei Xiao, Edward Kim, Matthew C. Stamm, Kaidi Xu
2023	J	`jnl`	Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions]. IEEE Signal Process. Mag. Davide Salvi, Clara Borrelli, Paolo Bestagini, Fabio Antonacci, Matthew C. Stamm, Lucio Marcenaro, Angshul Majumdar
2023	J	`jnl`	TIMIT-TTS: A Text-to-Speech Dataset for Multimodal Synthetic Media Detection. IEEE Access Davide Salvi, Brian C. Hosler, Paolo Bestagini, Matthew C. Stamm, Stefano Tubaro
2022	J	`jnl`	Attacking Image Splicing Detection and Localization Algorithms Using Synthetic Traces. CoRR Shengbang Fang, Matthew C. Stamm
2022	Misc	`conf`	Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach. ICASSP Emanuele Conti, Davide Salvi, Clara Borrelli, Brian C. Hosler, Paolo Bestagini, Fabio Antonacci, Augusto Sarti, Matthew C. Stamm, Stefano Tubaro
2022	—	`conf`	Making Generated Images Hard to Spot: A Transferable Attack on Synthetic Image Detectors. ICPR Workshops (4) Xinwei Zhao, Matthew C. Stamm
2022	J	`jnl`	TIMIT-TTS: a Text-to-Speech Dataset for Multimodal Synthetic Media Detection. CoRR Davide Salvi, Brian C. Hosler, Paolo Bestagini, Matthew C. Stamm, Stefano Tubaro
2022	J	`jnl`	VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces. CoRR Tai D. Nguyen, Shengbang Fang, Matthew C. Stamm
2021	J	`jnl`	A Transferable Anti-Forensic Attack on Forensic CNNs Using A Generative Adversarial Network. CoRR Xinwei Zhao, Chen Chen, Matthew C. Stamm
2021	J	`jnl`	Defenses Against Multi-Sticker Physical Domain Attacks on Classifiers. CoRR Xinwei Zhao, Matthew C. Stamm
2021	—	`conf`	Do Deepfakes Feel Emotions? A Semantic Approach to Detecting Deepfakes via Emotional Inconsistencies. CVPR Workshops Brian C. Hosler, Davide Salvi, Anthony Murray, Fabio Antonacci, Paolo Bestagini, Stefano Tubaro, Matthew C. Stamm
2021	J	`jnl`	Making GAN-Generated Images Difficult To Spot: A New Attack Against Synthetic Image Detectors. CoRR Xinwei Zhao, Matthew C. Stamm
2021	J	`jnl`	Robust camera model identification using demosaicing residual features. Multim. Tools Appl. Chen Chen, Matthew C. Stamm
2021	J	`jnl`	The Effect of Class Definitions on the Transferability of Adversarial Attacks Against Forensic CNNs. CoRR Xinwei Zhao, Matthew C. Stamm
2020	—	`conf`	A Deep Learning Approach to MRI Scanner Manufacturer and Model Identification. Media Watermarking, Security, and Forensics Shengbang Fang, Ronnie A. Sebro, Matthew C. Stamm
2020	—	`conf`	Defenses Against Multi-sticker Physical Domain Attacks on Classifiers. ECCV Workshops (1) Xinwei Zhao, Matthew C. Stamm
2020	—	`conf`	Detecting Video Speed Manipulation. CVPR Workshops Brian C. Hosler, Matthew C. Stamm
2020	J	`jnl`	Exposing Fake Images With Forensic Similarity Graphs. IEEE J. Sel. Top. Signal Process. Owen Mayer, Matthew C. Stamm
2020	J	`jnl`	Forensic Similarity for Digital Images. IEEE Trans. Inf. Forensics Secur. Owen Mayer, Matthew C. Stamm
2020	Misc	`conf`	Open Set Video Camera Model Verification. ICASSP Owen Mayer, Brian C. Hosler, Matthew C. Stamm
2020	—	`conf`	The Effect of Class Definitions on the Transferability of Adversarial Attacks Against Forensic CNNs. Media Watermarking, Security, and Forensics Xinwei Zhao, Matthew C. Stamm
2019	J	`jnl`	An Efficient Strategy for Online Performance Monitoring of Datacenters via Adaptive Sampling. IEEE Trans. Cloud Comput. Tingshan Huang, Nagarajan Kandasamy, Harish Sethu, Matthew C. Stamm
2019	B	`conf`	Data Reduction, Compression, and Recovery for Online Performance Monitoring. CLOUD Salvador DeCelles, Matthew C. Stamm, Nagarajan Kandasamy
2019	J	`jnl`	Exposing Fake Images with Forensic Similarity Graphs. CoRR Owen Mayer, Matthew C. Stamm
2019	J	`jnl`	Forensic Similarity for Digital Images. CoRR Owen Mayer, Matthew C. Stamm
2019	J	`jnl`	The Video Authentication and Camera Identification Database: A New Database for Video Forensics. IEEE Access Brian C. Hosler, Xinwei Zhao, Owen Mayer, Chen Chen, James A. Shackleford, Matthew C. Stamm
2018	J	`jnl`	Accurate and Efficient Image Forgery Detection Using Lateral Chromatic Aberration. IEEE Trans. Inf. Forensics Secur. Owen Mayer, Matthew C. Stamm
2018	—	`conf`	Adversarial Multimedia Forensics: Overview and Challenges Ahead. EUSIPCO Mauro Barni, Matthew C. Stamm, Benedetta Tondi
2018	J	`jnl`	Constrained Convolutional Neural Networks: A New Approach Towards General Purpose Image Manipulation Detection. IEEE Trans. Inf. Forensics Secur. Belhassen Bayar, Matthew C. Stamm
2018	J	`jnl`	Forensic Camera Model Identification: Highlights from the IEEE Signal Processing Cup 2018 Student Competition [SP Competitions]. IEEE Signal Process. Mag. Matthew C. Stamm, Paolo Bestagini, Lucio Marcenaro, Patrizio Campisi
2018	Misc	`conf`	Learned Forensic Source Similarity for Unknown Camera Models. ICASSP Owen Mayer, Matthew C. Stamm
2018	C	`conf`	Learning Unified Deep-Features for Multiple Forensic Tasks. IH&MMSec Owen Mayer, Belhassen Bayar, Matthew C. Stamm
2018	B	`conf`	Mislgan: An Anti-Forensic Camera Model Falsification Framework Using A Generative Adversarial Network. ICIP Chen Chen, Xinwei Zhao, Matthew C. Stamm
2018	Misc	`conf`	Towards Open Set Camera Model Identification Using a Deep Learning Framework. ICASSP Belhassen Bayar, Matthew C. Stamm
2018	—	`conf`	Towards Order of Processing Operations Detection in JPEG-compressed Images with Convolutional Neural Networks. Media Watermarking, Security, and Forensics Belhassen Bayar, Matthew C. Stamm
2017	C	`conf`	A Generic Approach Towards Image Manipulation Parameter Estimation Using Convolutional Neural Networks. IH&MMSec Belhassen Bayar, Matthew C. Stamm
2017	B	`conf`	Augmented convolutional feature maps for robust CNN-based camera model identification. ICIP Belhassen Bayar, Matthew C. Stamm
2017	C	`conf`	Countering Anti-Forensics of Lateral Chromatic Aberration. IH&MMSec Owen Mayer, Matthew C. Stamm
2017	—	`conf`	Design Principles of Convolutional Neural Networks for Multimedia Forensics. Media Watermarking, Security, and Forensics Belhassen Bayar, Matthew C. Stamm
2017	B	`conf`	Detecting anti-forensic attacks on demosaicing-based camera model identification. ICIP Chen Chen, Xinwei Zhao, Matthew C. Stamm
2017	B	`conf`	Image filter identification using demosaicing residual features. ICIP Chen Chen, Matthew C. Stamm
2017	Misc	`conf`	On the robustness of constrained convolutional neural networks to JPEG post-compression for image resampling detection. ICASSP Belhassen Bayar, Matthew C. Stamm
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	C	`conf`	A Deep Learning Approach to Universal Image Manipulation Detection Using a New Convolutional Layer. IH&MMSec Belhassen Bayar, Matthew C. Stamm
2016	B	`conf`	Computationally efficient demosaicing filter estimation for forensic camera model identification. ICIP Xinwei Zhao, Matthew C. Stamm
2016	B	`conf`	Detecting Incipient Faults in Software Systems: A Compressed Sampling-Based Approach. CLOUD Salvador DeCelles, Tingshan Huang, Matthew C. Stamm, Nagarajan Kandasamy
2016	Misc	`conf`	Improved forgery detection with lateral chromatic aberration. ICASSP Owen Mayer, Matthew C. Stamm
2016	J	`jnl`	Information Theoretical Limit of Media Forensics: The Forensicability. IEEE Trans. Inf. Forensics Secur. Xiaoyu Chu, Yan Chen, Matthew C. Stamm, K. J. Ray Liu
2015	—	`conf`	Anti-forensics of chromatic aberration. Media Watermarking, Security, and Forensics Owen Mayer, Matthew C. Stamm
2015	—	`conf`	Camera model identification framework using an ensemble of demosaicing features. WIFS Chen Chen, Matthew C. Stamm
2015	Misc	`conf`	Efficient Online Performance Monitoring of Computing Systems Using Predictive Models. UCC Salvador DeCelles, Matthew C. Stamm, Nagarajan Kandasamy
2014	Misc	`conf`	Information theoretical limit of compression forensics. ICASSP Xiaoyu Chu, Yan Chen, Matthew C. Stamm, K. J. Ray Liu
2013	Misc	`conf`	Anti-forensics of median filtering. ICASSP Zhung-Han Wu, Matthew C. Stamm, K. J. Ray Liu
2013	Misc	`conf`	Concealability-rate-distortion tradeoff in image compression anti-forensics. ICASSP Xiaoyu Chu, Matthew C. Stamm, Yan Chen, K. J. Ray Liu
2013	—	`conf`	Forensically determining the order of signal processing operations. WIFS Matthew C. Stamm, Xiaoyu Chu, K. J. Ray Liu
2013	J	`jnl`	Information Forensics: An Overview of the First Decade. IEEE Access Matthew C. Stamm, Min Wu, Kuo J. Ray Liu
2013	Misc	`conf`	Protection against reverse engineering in digital cameras. ICASSP Matthew C. Stamm, K. J. Ray Liu
2013	J	`jnl`	Robust Median Filtering Forensics Using an Autoregressive Model. IEEE Trans. Inf. Forensics Secur. Xiangui Kang, Matthew C. Stamm, Anjie Peng, K. J. Ray Liu
2012	Misc	`conf`	Forensic identification of compressively sensed images. ICASSP Xiaoyu Chu, Matthew C. Stamm, W. Sabrina Lin, K. J. Ray Liu
2012	B	`conf`	Forensic identification of compressively sensed signals. ICIP Xiaoyu Chu, Matthew C. Stamm, K. J. Ray Liu
2012	Misc	`conf`	Forensics vs. anti-forensics: A decision and game theoretic framework. ICASSP Matthew C. Stamm, W. Sabrina Lin, K. J. Ray Liu
2012	—	`conf`	Robust median filtering forensics based on the autoregressive model of median filtered residual. APSIPA Xiangui Kang, Matthew C. Stamm, Anjie Peng, K. J. Ray Liu
2012	J	`jnl`	Temporal Forensics and Anti-Forensics for Motion Compensated Video. IEEE Trans. Inf. Forensics Secur. Matthew C. Stamm, W. Sabrina Lin, K. J. Ray Liu
2011	J	`jnl`	Anti-Forensics of Digital Image Compression. IEEE Trans. Inf. Forensics Secur. Matthew C. Stamm, K. J. Ray Liu
2011	Misc	`conf`	Anti-forensics for frame deletion/addition in MPEG video. ICASSP Matthew C. Stamm, K. J. Ray Liu
2010	Misc	`conf`	Anti-forensics of JPEG compression. ICASSP Matthew C. Stamm, Steven K. Tjoa, W. Sabrina Lin, K. J. Ray Liu
2010	J	`jnl`	Forensic detection of image manipulation using statistical intrinsic fingerprints. IEEE Trans. Inf. Forensics Secur. Matthew C. Stamm, K. J. Ray Liu
2010	Misc	`conf`	Forensic estimation and reconstruction of a contrast enhancement mapping. ICASSP Matthew C. Stamm, K. J. Ray Liu
2010	Misc	`conf`	Harmonic variable-size dictionary learning for music source separation. ICASSP Steven K. Tjoa, Matthew C. Stamm, W. Sabrina Lin, K. J. Ray Liu
2010	B	`conf`	Undetectable image tampering through JPEG compression anti-forensics. ICIP Matthew C. Stamm, Steven K. Tjoa, W. Sabrina Lin, K. J. Ray Liu
2010	B	`conf`	Wavelet-based image compression anti-forensics. ICIP Matthew C. Stamm, K. J. Ray Liu
2008	B	`conf`	Blind forensics of contrast enhancement in digital images. ICIP Matthew C. Stamm, K. J. Ray Liu