Advancing content moderation: Evaluating large language models for detecting sensitive content across text, images, and videos

N AlDahoul, MJT Tan, HR Kasireddy, Y Zaki - arXiv preprint arXiv …, 2024 - arxiv.org
The widespread dissemination of hate speech, harassment, harmful and sexual content, and
violence across websites and media platforms presents substantial challenges and …

[PDF][PDF] Optimal weighted parameters of ensemble convolutional neural networks based on a differential evolution algorithm for enhancing pornographic image …

S Gonwirat, O Surinta - Engineering & Applied Science Research, 2021 - thaiscience.info
Use of ensemble convolutional neural networks (CNNs) has become a more robust strategy
to improve image classification performance. However, the success of the ensemble method …

Recognizing pornographic images using deep convolutional neural networks

O Surinta, T Khamket - … Conference on Digital Arts, Media and …, 2019 - ieeexplore.ieee.org
In this paper, we propose to use deep convolutional neural network (CNN) architectures,
namely the deep residual networks (ResNet), the GoogLeNet, the AlexNet, and the AlexNet …

Adult image classifiers based on face detection using Viola-Jones method

MD Putro, TB Adji, B Winduratna - 2015 1st International …, 2015 - ieeexplore.ieee.org
This research consists of a classification system to determine the adult and benign image.
Adult image in this research was defined as image that is perceived as pornographic by …

PEDA 376K: a novel dataset for deep-learning based porn-detectors

DC Moreira, ET Pereira… - 2020 International Joint …, 2020 - ieeexplore.ieee.org
The rapid expansion of the digital world introduces complex challenges within the forensic
and security domains. In particular, the wide availability of online pornographic media is a …

Pornographic image recognition based on skin probability and eigenporn of skin ROIs images

IGPS Wijaya, IBK Widiartha… - … Electronics and Control), 2015 - telkomnika.uad.ac.id
The paper proposed a pornographic image recognition using skin probability and principle
component analysis (PCA) on YCbCr color space. The pornographic image recognition is …

Pornographic image rejection using eigenporn of simplified LDA of skin ROIs images

IGPS Wijaya, IBK Widiartha… - … on Quality in …, 2015 - ieeexplore.ieee.org
This paper proposes alternative solution for pornographic rejection using eigenporn
extracted by simplified linear discriminant analysis (LDA) of skin region of interests (ROIs) of …

[PDF][PDF] Fast pornographic image recognition using compact holistic features and multi-layer neural network

I Wijaya, IBK Widiartha, K Uchimura, MS Iqbal… - Int. J. Adv. Intell …, 2019 - core.ac.uk
The spreading of pornographic contents (pictures, cartoon, animation, video, and text) is a
big problem for a country like Indonesia due to their many adverse effects, particularly for …

A review and comparative study of skin segmentation techniques for handheld imaging devices

AS Ungureanu, H Javidnia, C Costache… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
A number of well-known algorithms for skin segmentation in unconstrained acquisition
conditions are tested across many of the best known color spaces and some less well …

A review of image analysis techniques for adult content detection: child protection

JK Appati, KY Lodonu, R Chris-Koka - International Journal of …, 2021 - igi-global.com
The fast growth of internet access globally without boundary has led to some negative
impacts among children who are exposed to pornographic contents daily. Many parental …