Matthew C. Stamm

Orcid: 0000-0002-3986-4039

Affiliations:
  • Drexel University, Philadelphia, PA, USA


According to our database1, Matthew C. Stamm authored at least 76 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
Attacking Image Splicing Detection and Localization Algorithms Using Synthetic Traces.
IEEE Trans. Inf. Forensics Secur., 2024

VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions].
IEEE Signal Process. Mag., September, 2023

TIMIT-TTS: A Text-to-Speech Dataset for Multimodal Synthetic Media Detection.
IEEE Access, 2023

Detecting GAN-generated synthetic images using semantic inconsistencies.
Proceedings of the Media Watermarking, 2023

Comprehensive Dataset of Synthetic and Manipulated Overhead Imagery for Development and Evaluation of Forensic Tools.
Proceedings of the 2023 ACM Workshop on Information Hiding and Multimedia Security, 2023

Defending Low-Bandwidth Talking Head Videoconferencing Systems From Real-Time Puppeteering Attacks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Semantic Adversarial Attacks via Diffusion Models.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

Open Set Synthetic Image Source Attribution.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Making Generated Images Hard to Spot: A Transferable Attack on Synthetic Image Detectors.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Robust camera model identification using demosaicing residual features.
Multim. Tools Appl., 2021

Making GAN-Generated Images Difficult To Spot: A New Attack Against Synthetic Image Detectors.
CoRR, 2021

A Transferable Anti-Forensic Attack on Forensic CNNs Using A Generative Adversarial Network.
CoRR, 2021

Do Deepfakes Feel Emotions? A Semantic Approach to Detecting Deepfakes via Emotional Inconsistencies.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Forensic Similarity for Digital Images.
IEEE Trans. Inf. Forensics Secur., 2020

Exposing Fake Images With Forensic Similarity Graphs.
IEEE J. Sel. Top. Signal Process., 2020

The Effect of Class Definitions on the Transferability of Adversarial Attacks Against Forensic CNNs.
Proceedings of the Media Watermarking, 2020

A Deep Learning Approach to MRI Scanner Manufacturer and Model Identification.
Proceedings of the Media Watermarking, 2020

Open Set Video Camera Model Verification.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Defenses Against Multi-sticker Physical Domain Attacks on Classifiers.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Detecting Video Speed Manipulation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
An Efficient Strategy for Online Performance Monitoring of Datacenters via Adaptive Sampling.
IEEE Trans. Cloud Comput., 2019

The Video Authentication and Camera Identification Database: A New Database for Video Forensics.
IEEE Access, 2019

A Video Camera Model Identification System Using Deep Learning and Fusion.
Proceedings of the IEEE International Conference on Acoustics, 2019

Data Reduction, Compression, and Recovery for Online Performance Monitoring.
Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018
IEEE Signal Processing Cup 2018 Database - Forensic Camera Model Identification.
Dataset, June, 2018

Accurate and Efficient Image Forgery Detection Using Lateral Chromatic Aberration.
IEEE Trans. Inf. Forensics Secur., 2018

Constrained Convolutional Neural Networks: A New Approach Towards General Purpose Image Manipulation Detection.
IEEE Trans. Inf. Forensics Secur., 2018

Forensic Camera Model Identification: Highlights from the IEEE Signal Processing Cup 2018 Student Competition [SP Competitions].
IEEE Signal Process. Mag., 2018

Towards Order of Processing Operations Detection in JPEG-compressed Images with Convolutional Neural Networks.
Proceedings of the Media Watermarking, Security, and Forensics 2018, Burlingame, CA, USA, 28 January 2018, 2018

Learning Unified Deep-Features for Multiple Forensic Tasks.
Proceedings of the 6th ACM Workshop on Information Hiding and Multimedia Security, 2018

Mislgan: An Anti-Forensic Camera Model Falsification Framework Using A Generative Adversarial Network.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Learned Forensic Source Similarity for Unknown Camera Models.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Towards Open Set Camera Model Identification Using a Deep Learning Framework.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Adversarial Multimedia Forensics: Overview and Challenges Ahead.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Design Principles of Convolutional Neural Networks for Multimedia Forensics.
Proceedings of the Media Watermarking, Security, and Forensics 2017, Burlingame, CA, USA, 29 January 2017, 2017

Countering Anti-Forensics of Lateral Chromatic Aberration.
Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security, 2017

A Generic Approach Towards Image Manipulation Parameter Estimation Using Convolutional Neural Networks.
Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security, 2017

Detecting anti-forensic attacks on demosaicing-based camera model identification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Image filter identification using demosaicing residual features.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Augmented convolutional feature maps for robust CNN-based camera model identification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

On the robustness of constrained convolutional neural networks to JPEG post-compression for image resampling detection.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Information Theoretical Limit of Media Forensics: The Forensicability.
IEEE Trans. Inf. Forensics Secur., 2016

A Deep Learning Approach to Universal Image Manipulation Detection Using a New Convolutional Layer.
Proceedings of the 4th ACM Workshop on Information Hiding and Multimedia Security, 2016

Computationally efficient demosaicing filter estimation for forensic camera model identification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Improved forgery detection with lateral chromatic aberration.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Detecting Incipient Faults in Software Systems: A Compressed Sampling-Based Approach.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015
On Antiforensic Concealability With Rate-Distortion Tradeoff.
IEEE Trans. Image Process., 2015

Compressive Sensing Forensics.
IEEE Trans. Inf. Forensics Secur., 2015

Camera model identification framework using an ensemble of demosaicing features.
Proceedings of the 2015 IEEE International Workshop on Information Forensics and Security, 2015

Efficient Online Performance Monitoring of Computing Systems Using Predictive Models.
Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015

Anti-forensics of chromatic aberration.
Proceedings of the Media Watermarking, 2015

2014
Information theoretical limit of compression forensics.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Robust Median Filtering Forensics Using an Autoregressive Model.
IEEE Trans. Inf. Forensics Secur., 2013

Information Forensics: An Overview of the First Decade.
IEEE Access, 2013

Forensically determining the order of signal processing operations.
Proceedings of the 2013 IEEE International Workshop on Information Forensics and Security, 2013

Anti-forensics of median filtering.
Proceedings of the IEEE International Conference on Acoustics, 2013

Protection against reverse engineering in digital cameras.
Proceedings of the IEEE International Conference on Acoustics, 2013

Concealability-rate-distortion tradeoff in image compression anti-forensics.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Digital Multimedia Forensics and Anti-Forensics.
PhD thesis, 2012

Temporal Forensics and Anti-Forensics for Motion Compensated Video.
IEEE Trans. Inf. Forensics Secur., 2012

Forensic identification of compressively sensed signals.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Forensics vs. anti-forensics: A decision and game theoretic framework.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Forensic identification of compressively sensed images.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Robust median filtering forensics based on the autoregressive model of median filtered residual.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Anti-Forensics of Digital Image Compression.
IEEE Trans. Inf. Forensics Secur., 2011

Anti-forensics for frame deletion/addition in MPEG video.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Forensic detection of image manipulation using statistical intrinsic fingerprints.
IEEE Trans. Inf. Forensics Secur., 2010

Undetectable image tampering through JPEG compression anti-forensics.
Proceedings of the International Conference on Image Processing, 2010

Wavelet-based image compression anti-forensics.
Proceedings of the International Conference on Image Processing, 2010

Harmonic variable-size dictionary learning for music source separation.
Proceedings of the IEEE International Conference on Acoustics, 2010

Anti-forensics of JPEG compression.
Proceedings of the IEEE International Conference on Acoustics, 2010

Forensic estimation and reconstruction of a contrast enhancement mapping.
Proceedings of the IEEE International Conference on Acoustics, 2010

2008
Blind forensics of contrast enhancement in digital images.
Proceedings of the International Conference on Image Processing, 2008


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