36 citations · 80 across the 12 of their papers we have counts for
12 papers
NPVForensics: Jointing Non-critical Phonemes and Visemes for Deepfake Detection
Yu Chen, Yang Yu, Rongrong Ni +2
Deepfake technologies empowered by deep learning are rapidly evolving, creating new security concerns for society. Existing multimodal detection methods usually capture audio-visua…
Image Splicing Detection, Localization and Attribution via JPEG Primary Quantization Matrix Estimation and Clustering
Yakun Niu, Benedetta Tondi, Yao Zhao +2
Detection of inconsistencies of double JPEG artefacts across different image regions is often used to detect local image manipulations, like image splicing, and to localize them. I…
Efficient video integrity analysis through container characterization
Pengpeng Yang, Daniele Baracchi, Massimo Iuliani +4
Most video forensic techniques look for traces within the data stream that are, however, mostly ineffective when dealing with strongly compressed or low resolution videos. Recent r…
Mining Generalized Features for Detecting AI-Manipulated Fake Faces
Yang Yu, Rongrong Ni, Yao Zhao
Recently, AI-manipulated face techniques have developed rapidly and constantly, which has raised new security issues in society. Although existing detection methods consider differ…
Increased-confidence adversarial examples for deep learning counter-forensics
Wenjie Li, Benedetta Tondi, Rongrong Ni +1
Transferability of adversarial examples is a key issue to apply this kind of attacks against multimedia forensics (MMF) techniques based on Deep Learning (DL) in a real-life settin…
Dual-Domain Fusion Convolutional Neural Network for Contrast Enhancement Forensics
Pengpeng Yang, Rongrong Ni, Yao Zhao +2
Contrast enhancement (CE) forensics techniques have always been of great interest for image forensics community, as they can be an effective tool for recovering image history and i…
Double JPEG Compression Detection by Exploring the Correlations in DCT Domain
Pengpeng Yang, Rongrong Ni, Yao Zhao
In the field of digital image processing, JPEG image compression technique has been widely applied. And numerous image processing software suppose this. It is likely for the images…
Security Consideration For Deep Learning-Based Image Forensics
Wei Zhao, Pengpeng Yang, Rongrong Ni +2
Recently, image forensics community has paied attention to the research on the design of effective algorithms based on deep learning technology and facts proved that combining the…
Robust Contrast Enhancement Forensics Using Pixel and Histogram Domain CNNs
Pengpeng Yang, Rongrong Ni, Yao Zhao +2
Contrast enhancement (CE) forensics has always been ofconcern to image forensics community. It can provide aneffective tool for recovering image history and identifyingtampered ima…
Non-Local Graph-Based Prediction For Reversible Data Hiding In Images
Qi Chang, Gene Cheung, Yao Zhao +2
Reversible data hiding (RDH) is desirable in applications where both the hidden message and the cover medium need to be recovered without loss. Among many RDH approaches is predict…
Secure Detection of Image Manipulation by means of Random Feature Selection
Zhipeng Chen, Benedetta Tondi, Xiaolong Li +3
We address the problem of data-driven image manipulation detection in the presence of an attacker with limited knowledge about the detector. Specifically, we assume that the attack…
Source Camera Identification Based On Content-Adaptive Fusion Network
Pengpeng Yang, Wei Zhao, Rongrong Ni +1
Source camera identification is still a hard task in forensics community, especially for the case of the small query image size. In this paper, we propose a solution to identify th…