Faculty

Institution

Unit

Venue

Matthew Stamm

Associate Professor

Drexel University

Affiliations

College of Engineering

Chemical and Biological Engineering

Civil, Architectural and Environmental Engineering

Electrical and Computer Engineering

Engineering Leadership and Society

Materials Science and Engineering

Mechanical Engineering and Mechanics

Matthew Stamm is currently serving as a Chemical And Biological Engineering Associate Professor at Drexel University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Matthew Stamm

Drexel University

Associate Professor

You can click a keyword to filter the displayed items

computer science computer vision machine learning deep learning information security information forensics anti-forensics pattern recognition forensic science computer security technology data science information technology signal processing data security image forensics demosaicing adversarial machine learning communication security image manipulation image compression generative adversarial networks electrical engineering convolutional neural networks computer forensics digital forensics performance monitoring lateral chromatic aberration semantic processing semantic learning video forensics data compression compressive sensing forensic detection autoregressive model digital images anti-forensic attacks online performance monitoring residual features knowledge discovery machine learning research machine vision information fusion spoken language technology speech processing computational intelligence information management multimedia information processing mammalian biology wireless communications nuclear science electronic imaging steganography deception detection deepfakes semantic analysis (linguistics) feature detection 3d computer vision feature modeling feature learning emotion recognition spoken language processing semantic computing filtering technique forensics analysis threat detection disinformation detection first decade statistical intrinsic fingerprints digital image compression temporal forensics forensic similarity contrast enhancement jpeg compression design principles multimedia forensics digital investigation forensic imaging image representation image analysis

Notable Scholarly Works

Notable Federal Grants

Collaborators

VIDEOFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces. 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024)

Tai D. NguyenShengbang FangMatthew C. Stamm

computer scienceforensic tracesscene contextcomputer vision

Attacking Image Splicing Detection and Localization Algorithms Using Synthetic Traces. IEEE Transactions on Information Forensics and Security (2023)

Shengbang FangMatthew C. Stamm

computer sciencelocalization algorithmsmultimedia securitysynthetic tracesinformation securitycomputer securityinformation forensicsdata securitydata scienceinformation technology

Comprehensive Dataset of Synthetic and Manipulated Overhead Imagery for Development and Evaluation of Forensic Tools. (2023)

Brandon B. MayKirill TrapeznikovShengbang FangMatthew Stamm

comprehensive datasetoverhead imagerydata manipulationforensic sciencedata sciencesynthetic dataforensic toolsimage analysis

Defending Low-Bandwidth Talking Head Videoconferencing Systems From Real-Time Puppeteering Attacks. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2023)

Danial Samadi VahdatiTai Duc NguyenMatthew C. Stamm

wireless communicationsreal-time puppeteering attacksmultimedia securitycommunicationcomputer securityinformation securitycommunication security

Making Generated Images Hard to Spot: A Transferable Attack on Synthetic Image Detectors. Lecture notes in computer science (2023)

Xinwei ZhaoMatthew C. Stamm

computer sciencetransferable attackcomputer visionsynthetic image detectorsdigital image processingcomputer-generated imagery

Refined Gan-Based Attack Against Image Splicing Detection and Localization Algorithms. Advances in information security (2023)

Shengbang FangMatthew C. Stamm

computer sciencelocalization algorithmsgan-based attackcomputer visionadversarial machine learninggenerative adversarial networksinformation securitycomputer securitydata securitycommunication securityinformation technologymachine learning

Synthetic Speech Attribution: Highlights From the Ieee Signal Processing Cup 2022 Student Competition [Sp Competitions]. IEEE Signal Processing Magazine (2023)

Davide SalviClara BorrelliPaolo BestaginiFabio AntonacciMatthew StammLucio MarcenaroAngshul Majumdar

signal processinglinguisticselectrical engineeringdigital signal processingnatural language processingsynthetic speech attribution

Timit-Tts: A Text-To-Speech Dataset for Multimodal Synthetic Media Detection. IEEE Access (2023)

Davide SalviBrian HoslerPaolo BestaginiMatthew C. StammStefano Tubaro

computer sciencedeep learningtechnologytext-to-speech datasetdata scienceinformation technologynatural language processing

Anti-Forensic Attacks Using Generative Adversarial Networks. Advances in computer vision and pattern recognition (2022)

Matthew C. StammXinwei Zhao

computer sciencecomputer visioninformation securitycomputer securityanti-forensic attackspattern recognitionmachine learning

Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2022)

Emanuele ContiDavide SalviClara BorrelliBrian HoslerPaolo BestaginiFabio AntonacciAugusto SartiMatthew C. StammStefano Tubaro

computer sciencespoken language technologyemotion recognitionlinguisticsdeep learningsemantic processingspeech processingsemanticscomputational intelligencedeepfake speech detectiondigital signal processingnatural language processingspoken language processingsemantic learningmachine learningsemantic computing

1
2
3
4
5
8
10 / page

Matthew Stamm

Associate Professor

Drexel University

Affiliations

College of Engineering

Chemical and Biological Engineering

Civil, Architectural and Environmental Engineering

Electrical and Computer Engineering

Engineering Leadership and Society

Materials Science and Engineering

Mechanical Engineering and Mechanics

Matthew Stamm is currently serving as a Chemical And Biological Engineering Associate Professor at Drexel University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Matthew Stamm

Drexel University

Associate Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

VIDEOFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces. 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024)

Tai D. NguyenShengbang FangMatthew C. Stamm

computer scienceforensic tracesscene contextcomputer vision

Attacking Image Splicing Detection and Localization Algorithms Using Synthetic Traces. IEEE Transactions on Information Forensics and Security (2023)

Shengbang FangMatthew C. Stamm

computer sciencelocalization algorithmsmultimedia securitysynthetic tracesinformation securitycomputer securityinformation forensicsdata securitydata scienceinformation technology

Comprehensive Dataset of Synthetic and Manipulated Overhead Imagery for Development and Evaluation of Forensic Tools. (2023)

Brandon B. MayKirill TrapeznikovShengbang FangMatthew Stamm

comprehensive datasetoverhead imagerydata manipulationforensic sciencedata sciencesynthetic dataforensic toolsimage analysis

Defending Low-Bandwidth Talking Head Videoconferencing Systems From Real-Time Puppeteering Attacks. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2023)

Danial Samadi VahdatiTai Duc NguyenMatthew C. Stamm

wireless communicationsreal-time puppeteering attacksmultimedia securitycommunicationcomputer securityinformation securitycommunication security

Making Generated Images Hard to Spot: A Transferable Attack on Synthetic Image Detectors. Lecture notes in computer science (2023)

Xinwei ZhaoMatthew C. Stamm

computer sciencetransferable attackcomputer visionsynthetic image detectorsdigital image processingcomputer-generated imagery

Refined Gan-Based Attack Against Image Splicing Detection and Localization Algorithms. Advances in information security (2023)

Shengbang FangMatthew C. Stamm

Synthetic Speech Attribution: Highlights From the Ieee Signal Processing Cup 2022 Student Competition [Sp Competitions]. IEEE Signal Processing Magazine (2023)

Davide SalviClara BorrelliPaolo BestaginiFabio AntonacciMatthew StammLucio MarcenaroAngshul Majumdar

signal processinglinguisticselectrical engineeringdigital signal processingnatural language processingsynthetic speech attribution

Timit-Tts: A Text-To-Speech Dataset for Multimodal Synthetic Media Detection. IEEE Access (2023)

Davide SalviBrian HoslerPaolo BestaginiMatthew C. StammStefano Tubaro

computer sciencedeep learningtechnologytext-to-speech datasetdata scienceinformation technologynatural language processing

Anti-Forensic Attacks Using Generative Adversarial Networks. Advances in computer vision and pattern recognition (2022)

Matthew C. StammXinwei Zhao

computer sciencecomputer visioninformation securitycomputer securityanti-forensic attackspattern recognitionmachine learning

Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2022)

Emanuele ContiDavide SalviClara BorrelliBrian HoslerPaolo BestaginiFabio AntonacciAugusto SartiMatthew C. StammStefano Tubaro

1
2
3
4
5
8
10 / page

Similar Faculty Members

Walter Scheirer

Institution

University of Notre Dame

pattern recognition

provenance analysis

Hayder Radha

Institution

Michigan State University

signal processing

data communication

Afzel Noore

Institution

West Virginia University

Ali Akansu

Institution

New Jersey Institute of Technology

information technology

signal detection

Hany Farid

Institution

University of California, Berkeley

forensic science

forensic analysis

Yasin Yilmaz

Institution

University of South Florida

engineering

industrial automation

Prakash Ishwar

Institution

Boston University

information theory

information forensics

Patrick J. Flynn

Institution

University of Notre Dame

pattern recognition

biometrics applications

Kevin W. Bowyer

Institution

University of Notre Dame

pattern recognition

image forensics

Xin Li

Institution

West Virginia University

autism spectrum disorder

computational imaging

Similar Faculty Members

Walter Scheirer

Institution

University of Notre Dame

pattern recognition

provenance analysis

Hayder Radha

Institution

Michigan State University

signal processing

data communication

Afzel Noore

Institution

West Virginia University

Ali Akansu

Institution

New Jersey Institute of Technology

information technology

signal detection

Hany Farid

Institution

University of California, Berkeley

forensic science

forensic analysis

Yasin Yilmaz

Institution

University of South Florida

engineering

industrial automation

Prakash Ishwar

Institution

Boston University

information theory

information forensics

Patrick J. Flynn

Institution

University of Notre Dame

pattern recognition

biometrics applications

Kevin W. Bowyer

Institution

University of Notre Dame

pattern recognition

image forensics

Xin Li

Institution

West Virginia University

autism spectrum disorder

computational imaging