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- ArticleSeptember 2024
Analyzing and Predicting Meetup Mobs Outcome Via Statistical Analysis and Deep Learning
AbstractWe refer to a “mob” as an event that is organized via social media, email, SMS, or other forms of digital communication technologies in which a group of people (who might have an agenda) get together online or offline to collectively conduct an ...
- ArticleSeptember 2022
Dapping into the Fediverse: Analyzing What’s Trending on Mastodon Social
AbstractSocial media has changed the way we consume information daily. Most social media sites are centralized, meaning they are owned by a single entity, e.g., Facebook, Twitter, and YouTube. However, recently other forms of social media sites known as ...
- ArticleJuly 2021
Studying the Role of Social Bots During Cyber Flash Mobs
AbstractA Cyber Flash Mob (CFM) is an event that is organized via social media, email, SMS, or other forms of digital communication technologies in which a group of people (who might have an agenda) get together online or offline to collectively conduct ...
- doctoral_thesisJanuary 2021
Leveraging Social Network Analysis and Supervised Machine Learning to Study Coordination in Online Information Campaigns
AbstractOnline social networks (OSNs) are a major component of societal digitalization. OSNs alter how people communicate, make decisions, form or change their beliefs, attitudes, and behaviors. Thus, they can now impact financial systems and political ...
- research-articleDecember 2020
Social cyber forensics: leveraging open source information and social network analysis to advance cyber security informatics
Computational & Mathematical Organization Theory (CMOT), Volume 26, Issue 4Pages 412–430https://doi.org/10.1007/s10588-019-09296-3AbstractIn this paper, we introduce the concept of social cyber forensics and its usability. Then, we introduce a tool, i.e., Maltego that can be used to study the cross-media affiliation and uncover hidden relations among various online groups. We also ...
- doctoral_thesisJanuary 2020
Assessing the Role of Social Media Platforms in the Propagation of Toxicity
AbstractThe increased global salience of social media has fueled the propagation of various forms of toxicity. As digital technologies and interactive websites proliferate, Online Social Networks (OSNs), once regarded as safe havens for sharing ...
- short-paperOctober 2019
Understanding Information Operations using YouTubeTracker
- Thomas Marcoux,
- Nitin Agarwal,
- Obadimu Adewale,
- Muhammad Nihal Hussain,
- Katrin Kania Galeano,
- Samer Al-Khateeb
WI '19 Companion: IEEE/WIC/ACM International Conference on Web Intelligence - Companion VolumePages 309–313https://doi.org/10.1145/3358695.3360917YouTube is the second most popular website in the world. Over 300 hours worth of videos are uploaded every minute and 5 billion videos are watched every day - almost one video per person worldwide. Because videos can deliver a complex message in a way ...
- bookApril 2019
Deviance in Social Media and Social Cyber Forensics: Uncovering Hidden Relations Using Open Source Information (OSINF)
This book describes the methodologies and tools used to conduct social cyber forensic analysis. By applying these methodologies and tools on various events observed in the case studies contained within, their effectiveness is highlighted. They blend ...
- research-articleFebruary 2020
Analyzing disinformation and crowd manipulation tactics on YouTube
ASONAM '18: Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and MiningPages 1092–1095YouTube, since its inception in 2005, has grown to become largest online video sharing website. It's massive userbase uploads videos and generates discussion by commenting on these videos. Lately, YouTube, akin to other social media sites, has become a ...
- research-articleFebruary 2020
Analyzing social and communication network structures of social bots and humans
- Tuja Khaund,
- Kiran Kumar Bandeli,
- Muhammad Nihal Hussain,
- Adewale Obadimu,
- Samer Al-khateeb,
- Nitin Agarwal
Recently, several journalistic accounts have suggested that Twitter is becoming a bellwether for mis- and disinformation due to the pervasiveness of bots. These bots are either automated or semi-automated. Understanding the intent and usage of these ...
- research-articleAugust 2016
The rise & fall of #NoBackDoor on Twitter: the Apple vs. FBI case
In addition to using social media to connect with others worldwide, many people nowadays get their news about different national or international events such as natural disasters, crises, political elections, conflicts etc. via social media. This ...
- ArticleNovember 2015
Examining Botnet Behaviors for Propaganda Dissemination: A Case Study of ISIL's Beheading Videos-Based Propaganda
ICDMW '15: Proceedings of the 2015 IEEE International Conference on Data Mining Workshop (ICDMW)Pages 51–57https://doi.org/10.1109/ICDMW.2015.41Since the dissemination of the first beheading video by the Islamic State in Iraq and Levant (ISIL) of its hostage James Foley (an American journalist), this practice has become increasingly common. Videos of ISIL beheading their hostages in orange ...
- ArticleSeptember 2014
Modeling Flash Mobs in Cybernetic Space: Evaluating Threats of Emerging Socio-Technical Behaviors to Human Security
JISIC '14: Proceedings of the 2014 IEEE Joint Intelligence and Security Informatics ConferencePage 328https://doi.org/10.1109/JISIC.2014.73Since the occurrence of the first 'Flash Mob' organized by Bill Wasik in Manhattan in 2003, flash mob phenomenon has become widespread. Recent journalistic accounts have reported that this form of public engagement has the potential to pose considerable ...