Deepfakes Detection Techniques Using Deep Learning: A Survey
نویسندگان
چکیده
Deep learning is an effective and useful technique that has been widely applied in a variety of fields, including computer vision, machine natural language processing. Deepfakes uses deep technology to manipulate images videos person humans cannot differentiate them from the real one. In recent years, many studies have conducted understand how deepfakes work approaches based on introduced detect or images. this paper, we conduct comprehensive review creation detection technologies using approaches. addition, give thorough analysis various their application detection. Our study will be beneficial for researchers field as it cover state-of-art methods discover social contents. help comparison with existing works because detailed description latest dataset used domain.
منابع مشابه
Early detection of MS in fMRI images using deep learning techniques
Introduction & Objective:MS is a disease of the central nervous system in which the body makes a defensive attack on its tissues. The disease can affect the brain and spinal cord, causing a wide range of potential symptoms, including balance, movement and vision problems. MRI and fMRI images are a very important tool in the diagnosis and treatment of MS. The aim of this study was to provide...
متن کاملMelanoma detection with a deep learning model
Background: Skin cancer is one of the most common forms of cancer in the world and melanoma is the deadliest type of skin cancer. Both melanoma and melanocytic nevi begin in melanocytes (cells that produce melanin). However, melanocytic nevi are benign whereas melanoma is malignant. This work proposes a deep learning model for classification of these two lesions. Methods: In this analytic s...
متن کاملInfant Head Circumference Measurement Using Deep Learning Techniques
Infant's head circumference measurement and and its growth monitoring plays a crucial role in diagnosis the diseases which cause a deformation in the infant's head. Due to the fact that the contact measurement, which is performed using a tape measure and a caliper, has problems such as transmitting disease, infecting, not comfortable and disruption relaxing the baby, going to non-contact measur...
متن کاملConcept drift detection in business process logs using deep learning
Process mining provides a bridge between process modeling and analysis on the one hand and data mining on the other hand. Process mining aims at discovering, monitoring, and improving real processes by extracting knowledge from event logs. However, as most business processes change over time (e.g. the effects of new legislation, seasonal effects and etc.), traditional process mining techniques ...
متن کاملAutomatic License Plate Detection Using Deep Learning Techniques
Automatic License Plate Recognition (ALPR) systems capture a vehicle‟s license plate and recognize the license number and other required information from the captured image. ALPR systems have numbers of significant applications: law enforcement, public safety agencies, toll gate systems, etc. The goal of these systems is to recognize the characters and state on the license plate with high accur...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of computer and communications
سال: 2021
ISSN: ['2327-5219', '2327-5227']
DOI: https://doi.org/10.4236/jcc.2021.95003