Opportunities and Risks of Large Language Models in Social Media Bot Detection,aclanthology.org/2024.acl-long.196/ Provided byUniversity of Washington
Bot activity on social media platforms is a pervasive problem, undermining the credibility of online discourse and potentially leading to cybercrime. We propose an approach to bot detection using Generative Adversarial Networks (GAN). We discuss how we overcome the issue of mode collapse by utilizing...
A new approach to bot detection: Striking the balance between precision and recall Fred MorstatterLiang WuTahora H. Nazer...Huan Liu Aug 2016 The presence of bots has been felt in many aspects of social media. Twitter, one example of social media, has especially felt the impact, with bots...
Social media bot detection with deep learning methods: a systematic review Social bots are automated social media accounts governed by software and controlled by humans at the backend. Some bots have good purposes, such as automat... K Hayawi,S Saha,MM Masud,... - 《Neural Computing & Appli...
In this section, we provide a brief overview of various studies focusing on bot detection algorithms as well as feature sets used for building such models. There are numerous studies focusing on feature engineering and feature extraction from user information on social media networks such as Twitter...
Using a bot detection service such asbotcheck.methat usesmachine learningto detect bot behavior.Cloudflare Bot ManagementandSuper Bot Fight Modealso use machine learning to identify bots. How to stop social media bots There is no easy way to get rid of malicious social media bots. While some ...
Social media bots pose potential threats to the online environment, and the continuously evolving anti-detection technologies require bot detection methods to be more reliable and general. Current detection methods encounter challenges, including limited generalization ability, susceptibility to evasion in tra...
The growth of social media in recent years has contributed to an ever-increasing network of user data in every aspect of life. This volume of generated data is becoming a vital asset for the growth of companies and organizations as a powerful tool to gai
Team Reports Analyze agent response time to social messages across various time frames using presentation-ready reports. Sentiment Streamline your social media with integrations & trusted partners Sprout builds and maintains strong network partnerships and integrations to help you unify your customer touch ...
Social bots-automated accounts that generate and spread content on social media-are exploiting vulnerabilities in these platforms to manipulate public perception and disseminate disinformation. This has prompted the development of public bot detection services; however, most of these services focus primarily...