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 …

Vipprint: Validating synthetic image detection and source linking methods on a large scale dataset of printed documents

A Ferreira, E Nowroozi, M Barni - Journal of Imaging, 2021 - mdpi.com
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 …

Source printer classification using printer specific local texture descriptor

S Joshi, N Khanna - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
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 …

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 …

Ensembling shallow siamese neural network architectures for printed documents verification in data-scarcity scenarios

A Ferreira, N Purnekar, M Barni - IEEE Access, 2021 - ieeexplore.ieee.org
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 …

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 …

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 …

Source printer identification from document images acquired using smartphone

S Joshi, S Saxena, N Khanna - arXiv preprint arXiv:2003.12602, 2020 - arxiv.org
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 …

[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 …

Document forgery detection using source printer identification: A comparative study of text‐dependent versus text‐independent analysis

M Bibi, A Hamid, M Moetesum, I Siddiqi - Expert Systems, 2022 - Wiley Online Library
Source printer identification represents an interesting modality for document forgery
detection. Establishing the identity of the printer that was employed to print a questioned …