Blind PRNU-based image clustering for source identification
We address the problem of clustering a set of images, according to their source device, in
the absence of any prior information. Image similarity is computed based on noise residuals …
the absence of any prior information. Image similarity is computed based on noise residuals …
Preprocessing reference sensor pattern noise via spectrum equalization
Although sensor pattern noise (SPN) has been proved to be an effective means to uniquely
identify digital cameras, some non-unique artifacts, shared among cameras undergo the …
identify digital cameras, some non-unique artifacts, shared among cameras undergo the …
Image origin classification based on social network provenance
Recognizing information about the origin of a digital image has been individuated as a
crucial task to be tackled by the image forensic scientific community. Understanding …
crucial task to be tackled by the image forensic scientific community. Understanding …
User authentication via PRNU-based physical unclonable functions
Multifactor user authentication systems enhance security by augmenting passwords with the
verification of additional pieces of information such as the possession of a particular device …
verification of additional pieces of information such as the possession of a particular device …
Large-scale image clustering based on camera fingerprints
Practical applications of digital forensics are often faced with the challenge of grou** large-
scale suspicious images into a vast number of clusters, each containing images taken by the …
scale suspicious images into a vast number of clusters, each containing images taken by the …
Fast image clustering of unknown source images
Succeeding in determining information about the origin of a digital image is a basic issue of
multimedia forensics. In particular it could be interesting to individuate which is the specific …
multimedia forensics. In particular it could be interesting to individuate which is the specific …
Open set source camera attribution and device linking
Camera attribution approaches in digital image forensics have most often been evaluated in
a closed set context, whereby all devices are known during training and testing time …
a closed set context, whereby all devices are known during training and testing time …
Smartphone image clustering
Every day the use of images from mobile devices as evidence in legal proceedings is more
usual and common. Therefore, forensic analysis of mobile device images takes on special …
usual and common. Therefore, forensic analysis of mobile device images takes on special …
Accurate and scalable image clustering based on sparse representation of camera fingerprint
Clustering images according to their acquisition devices is a well-known problem in
multimedia forensics, which is typically faced by means of camera sensor pattern noise …
multimedia forensics, which is typically faced by means of camera sensor pattern noise …
[BOOK][B] Compressed Sensing for Privacy-Preserving Data Processing
Compressed sensing is an established technique for simultaneous signal acquisition and
compression, as well as dimensionality reduction, based on representing a signal with a …
compression, as well as dimensionality reduction, based on representing a signal with a …