Privacy in process mining: Logs conversion to images using machine learning algorithm

GK Agordzo, X Fang, J Li - Journal of Intelligent & Fuzzy …, 2023 - content.iospress.com
In today's digital age, log files are crucial. However, the conversion of text log files into
images has only recently been developed. The security of log files is a major source of …

[PDF][PDF] Process mining model to guarantee the privacy of personal data in the healthcare sector

JLS Saavedra, J Armas-Aguirre - International Congress on Educational …, 2021 - ceur-ws.org
In the paper, we propose a model to guarantee the privacy of patient data in critical
processes in the healthcare sector through the application of process mining. Process …

[HTML][HTML] Privacy-preserving process mining: A microaggregation-based approach

E Batista, A Martínez-Ballesté, A Solanas - Journal of Information Security …, 2022 - Elsevier
The proper exploitation of vast amounts of event data by means of process mining
techniques enables the discovery, monitoring and improvement of business processes …

Crime activities prediction system in video surveillance by an optimized deep learning framework

KK Kumar… - … and Computation: Practice …, 2022 - Wiley Online Library
The video surveillance technology is used to find crime events in public places and capture
live public events. Hence, detecting the criminalist before the crime actions is the most …

[PDF][PDF] Data mining approach for digital forensics task with deep learning techniques

L Barik - Int J Adv Appl Sci, 2020 - academia.edu
In the past, digital forensic, with its exploration techniques, are a lane to the data recovery as
well as the examination of different investigation techniques. It is a line of investigation which …

Classification of logs using machine learning technique

EG Vasquez Villano - 2018 - ntnuopen.ntnu.no
Currently, the use of information technologies is growing very fast in private or public
companies. This is a worldwide trend, it is becoming needed than computers, printers …

Advancing automation in digital forensic investigations using machine learning forensics

S Iqbal, SA Alharbi - Digital Forensic Science, 2020 - books.google.com
In the last few years, most of the data such as books, videos, pictures, medical and even the
genetic information of humans are moving toward digital formats. Laptops, tablets …

An Automated System for Crime Investigation Using Conventional and Machine Learning Approach

VS Felix Enigo - Innovative Data Communication Technologies and …, 2020 - Springer
Crime causes significant damage to the society and property. Different kinds of physical or
direct methods are devised by the law and order department to spot out the criminals …

[HTML][HTML] Big data analytics of crime prevention and control based on image processing upon cloud computing

Z Xu, C Cheng, V Sugumaran - Journal of Surveillance, Security …, 2020 - oaepublish.com
Aim: Current crime behavior observation has the problem of not being real time, thus
criminal behavior cannot be promptly controlled. To improve the control of criminal behavior …

[PDF][PDF] Machine learning forensics: A new branch of digital forensics.

P Bhatt, PH Rughani - International Journal of Advanced …, 2017 - researchgate.net
The objective of this research is to understand how machine learning can be used in digital
crime and its forensic importance, setting up an environment to train artificial neural …