The mela bitchute dataset

MZ Trujillo, M Gruppi, C Buntain… - Proceedings of the …, 2022 - ojs.aaai.org
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 …

FL-XGBTC: federated learning inspired with XG-boost tuned classifier for YouTube spam content detection

V Sharma, A Sinha, A Alkhayyat, A Agarwal… - International Journal of …, 2024 - Springer
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 …

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 …

The devil is in the details: Analyzing the lucrative ad fraud patterns of the online ad ecosystem

E Papadogiannakis, N Kourtellis… - arxiv preprint arxiv …, 2023 - arxiv.org
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 …

An Efficient Algorithm for Exploitative Monetization Scam Video Detection Over Social Media Platforms

A Tripathi, KK Bharti, M Ghosh - Security and Privacy, 2024 - Wiley Online Library
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 …

[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 …

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 …

[PDF][PDF] TIT-FOR-TOKEN: UNDERSTANDING FAIRNESS WHEN FORWARDING DATA BY INCENTIVIZED PEERS IN DECENTRALIZED STORAGE NETWORKS

VH Lakhani, A Babaei, L Jehl, G Ishmaev… - arxiv preprint arxiv …, 2023 - researchgate.net
Decentralized storage networks offer services with intriguing possibilities to reduce
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

A Sinha, N Rathore, AN Singh, A Singh… - 2023 10th IEEE Uttar …, 2023 - ieeexplore.ieee.org
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 …

Value Trees: Multi-Hop and Asynchronous Economic Transactions in Distributed Systems

P Fang, T Wolf - 2023 32nd International Conference on …, 2023 - ieeexplore.ieee.org
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 …