The mela bitchute dataset
In this paper we present a near-complete dataset of over 3M videos from 61K channels over
2.5 years (June 2019 to December 2021) from the social video hosting platform BitChute, a …
2.5 years (June 2019 to December 2021) from the social video hosting platform BitChute, a …
FL-XGBTC: federated learning inspired with XG-boost tuned classifier for YouTube spam content detection
The problem of spam content in YouTube comments is an ongoing issue, and detecting
such content is a critical task to maintain the quality of user experience on the platform. In …
such content is a critical task to maintain the quality of user experience on the platform. In …
DeepGram: Combining Language Transformer and N-Gram based ML Models for YouTube Spam Comment Detection
A Agarwal, P Nikitha, S Ramkumar… - Journal of Data …, 2023 - ojs.bonviewpress.com
Spam comments on YouTube videos are a persistent issue that can negatively impact the
user experience and content creator's reputation. In this paper, we propose an algorithm …
user experience and content creator's reputation. In this paper, we propose an algorithm …
The devil is in the details: Analyzing the lucrative ad fraud patterns of the online ad ecosystem
The online advertising market has recently reached the 500 billion dollar mark, and to
accommodate the need to match a user with the highest bidder at a fraction of a second, it …
accommodate the need to match a user with the highest bidder at a fraction of a second, it …
An Efficient Algorithm for Exploitative Monetization Scam Video Detection Over Social Media Platforms
In recent years, there has been a surge in scam videos on YouTube which make false
assurances of monetary benefits to the viewers by performing trivial tasks such as watching …
assurances of monetary benefits to the viewers by performing trivial tasks such as watching …
[PDF][PDF] Exploring Podcast Genres and Formats: An Integrated Analysis of Thai Podcast Content Distribution
A Priyakorn - Communication and Media in Asia Pacific (CMAP), 2023 - so01.tci-thaijo.org
This research aims to study podcast genres and formats regarding Thai audio media on
podcast platforms, and investigate how Thai podcasters distribute content in podcast shows …
podcast platforms, and investigate how Thai podcasters distribute content in podcast shows …
Users Feel Guilty: Measurement of Illegal Software Installation Guide Videos on YouTube for Malware Distribution
R Yamagishi, S Fujii, T Mori - arxiv preprint arxiv:2407.16132, 2024 - arxiv.org
This study introduces and examines a sophisticated malware distribution technique that
exploits popular video sharing platforms. In this attack, threat actors distribute malware …
exploits popular video sharing platforms. In this attack, threat actors distribute malware …
[PDF][PDF] TIT-FOR-TOKEN: UNDERSTANDING FAIRNESS WHEN FORWARDING DATA BY INCENTIVIZED PEERS IN DECENTRALIZED STORAGE NETWORKS
Decentralized storage networks offer services with intriguing possibilities to reduce
inequalities in an extremely centralized market. The challenge is to conceive incentives that …
inequalities in an extremely centralized market. The challenge is to conceive incentives that …
Deep Shield: A Federated Learning Approach to Combat Online Pirated Content Using Deep Fakes
Online piracy and the spread of deep false content have become major issues in the digital
age. In order to combat the widespread distribution of unlicensed information, notably …
age. In order to combat the widespread distribution of unlicensed information, notably …
Value Trees: Multi-Hop and Asynchronous Economic Transactions in Distributed Systems
Economic transactions in distributed systems are typically atomic operations that exchange
resources between two parties. However, these types of transactions are not well-suited for …
resources between two parties. However, these types of transactions are not well-suited for …