Machine learning in digital forensics: a systematic literature review
T Nayerifard, H Amintoosi, AG Bafghi… - arXiv preprint arXiv …, 2023 - arxiv.org
Development and exploitation of technology have led to the further expansion and
complexity of digital crimes. On the other hand, the growing volume of data and …
complexity of digital crimes. On the other hand, the growing volume of data and …
Vipprint: Validating synthetic image detection and source linking methods on a large scale dataset of printed documents
The possibility of carrying out a meaningful forensic analysis on printed and scanned
images plays a major role in many applications. First of all, printed documents are often …
images plays a major role in many applications. First of all, printed documents are often …
Source printer classification using printer specific local texture descriptor
The knowledge of the source printer can help in printed text document authentication,
copyright ownership, and provide important clues about the author of a fraudulent document …
copyright ownership, and provide important clues about the author of a fraudulent document …
Source printer identification using printer specific pooling of letter descriptors
S Joshi, YK Gupta, N Khanna - Expert Systems with Applications, 2022 - Elsevier
The digital revolution has replaced the use of printed documents with their digital
counterparts. However, many applications require the use of both due to several factors …
counterparts. However, many applications require the use of both due to several factors …
Ensembling shallow siamese neural network architectures for printed documents verification in data-scarcity scenarios
The popularity of printing devices has multiplied the diffusion of printed documents, raising
concerns regarding the security and integrity of their content. The same device that prints …
concerns regarding the security and integrity of their content. The same device that prints …
Attacking and defending printer source attribution classifiers in the physical domain
A Ferreira, M Barni - International Conference on Pattern Recognition, 2022 - Springer
The security of machine learning classifiers has received increasing attention in the last
years. In forensic applications, guaranteeing the security of the tools investigators rely on is …
years. In forensic applications, guaranteeing the security of the tools investigators rely on is …
用作打印机源识别的多层次语义交互模型MSINet.
邱雅文, 邹积鑫, 朱子奇 - Journal of Computer Engineering …, 2023 - search.ebscohost.com
打印源识别是文件检验领域中重要的取证技术. 针对同类打印机文档中字符结构差异导致的显著
性类内差异, 提出了一种基于空间图像重组的微尺度特征强化方法. 该方法通过重组图片字形 …
性类内差异, 提出了一种基于空间图像重组的微尺度特征强化方法. 该方法通过重组图片字形 …
Source printer identification from document images acquired using smartphone
Vast volumes of printed documents continue to be used for various important as well as
trivial applications. Such applications often rely on the information provided in the form of …
trivial applications. Such applications often rely on the information provided in the form of …
[PDF][PDF] Learning Chinese Characters: Academic vs Dynamic Approach.
XL LI - KEMANUSIAAN: The Asian Journal of Humanities, 2022 - usm.my
This study aims to study the comparative results of the application of the classical academic
and modern dynamic types of studying Chinese writing in its pragmatic aspect. Chinese …
and modern dynamic types of studying Chinese writing in its pragmatic aspect. Chinese …
Document forgery detection using source printer identification: A comparative study of text‐dependent versus text‐independent analysis
Source printer identification represents an interesting modality for document forgery
detection. Establishing the identity of the printer that was employed to print a questioned …
detection. Establishing the identity of the printer that was employed to print a questioned …