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Recent years have seen a new form of advertisement campaigns emerge: those involving so-called social media influencers. These influencers accept money in return for promoting products via their social media feeds. Although this constitutes…

Social and Information Networks · Computer Science 2020-11-12 Koosha Zarei , Damilola Ibosiola , Reza Farahbakhsh , Zafar Gilani , Kiran Garimella , Noel Crespi , Gareth Tyson

With the rapid adoption of Internet as an easy way to communicate, the amount of unsolicited e-mails, known as spam e-mails, has been growing rapidly. The major problem of spam e-mails is the loss of productivity and a drain on IT…

Cryptography and Security · Computer Science 2012-12-11 Mohammadi Akheela Khanum , Lamia Mohammed Ketari

While smishing (SMS Phishing) attacks have risen to become one of the most common types of social engineering attacks, there is a lack of relevant smishing datasets. One of the biggest challenges in the domain of smishing prevention is the…

Cryptography and Security · Computer Science 2024-04-30 Daniel Timko , Muhammad Lutfor Rahman

Impersonators on Online Social Networks such as Instagram are playing an important role in the propagation of the content. These entities are the type of nefarious fake accounts that intend to disguise a legitimate account by making similar…

Social and Information Networks · Computer Science 2020-02-19 Koosha Zarei , Reza Farahbakhsh , Noel Crespi

Spam reviews are a pervasive problem on online platforms due to its significant impact on reputation. However, research into spam detection in data streams is scarce. Another concern lies in their need for transparency. Consequently, this…

Machine Learning · Computer Science 2024-06-24 Francisco de Arriba-Pérez , Silvia García-Méndez , Fátima Leal , Benedita Malheiro , J. C. Burguillo

With its critical role in business and service delivery through mobile devices, SMS (Short Message Service) has long been abused for spamming, which is still on the rise today possibly due to the emergence of A2P bulk messaging. The effort…

Cryptography and Security · Computer Science 2024-07-23 Siyuan Tang , Xianghang Mi , Ying Li , XiaoFeng Wang , Kai Chen

Phone scams remain a difficult problem to tackle due to the combination of protocol limitations, legal enforcement challenges and advances in technology enabling attackers to hide their identities and reduce costs. Scammers use social…

Cryptography and Security · Computer Science 2023-07-06 Ian Wood , Michal Kepkowski , Leron Zinatullin , Travis Darnley , Mohamed Ali Kaafar

The rise of large language models (LLMs) has enabled the generation of highly persuasive spam reviews that closely mimic human writing. These reviews pose significant challenges for existing detection systems and threaten the credibility of…

Computation and Language · Computer Science 2026-04-21 Xin Liu , Rongwu Xu , Xinyi Jia , Jason Liao , Jiao Sun , Ling Huang , Wei Xu

Consumers increasingly rate, review and research products online. Consequently, websites containing consumer reviews are becoming targets of opinion spam. While recent work has focused primarily on manually identifiable instances of opinion…

Computation and Language · Computer Science 2011-07-25 Myle Ott , Yejin Choi , Claire Cardie , Jeffrey T. Hancock

The mainstream adoption of cryptocurrencies has led to a surge in wallet-related issues reported by ordinary users on social media platforms. In parallel, there is an increase in an emerging fraud trend called cryptocurrency-based technical…

Cryptography and Security · Computer Science 2024-01-19 Bhupendra Acharya , Muhammad Saad , Antonio Emanuele Cinà , Lea Schönherr , Hoang Dai Nguyen , Adam Oest , Phani Vadrevu , Thorsten Holz

Online social media has been a popular source for people to consume and share news content. More recently, the spread of misinformation online has caused widespread concerns. In this work, we focus on a critical task of detecting…

Social and Information Networks · Computer Science 2021-06-22 Lanyu Shang , Yang Zhang , Daniel Zhang , Dong Wang

Existing system dealing with online complaint provides a final decision without explanations. We propose to analyse the complaint text of internet fraud in a fine-grained manner. Considering the complaint text includes multiple clauses with…

Computation and Language · Computer Science 2021-09-14 Tong Liu , Siyuan Wang , Jingchao Fu , Lei Chen , Zhongyu Wei , Yaqi Liu , Heng Ye , Liaosa Xu , Weiqiang Wan , Xuanjing Huang

In the last decade we have witnessed the explosive growth of online social networking services (SNSs) such as Facebook, Twitter, RenRen and LinkedIn. While SNSs provide diverse benefits for example, forstering interpersonal relationships,…

Social and Information Networks · Computer Science 2016-05-04 Sihyun Jeong , Giseop Noh , Hayoung Oh , Chong-kwon Kim

Regulatory bodies worldwide are intensifying their efforts to ensure transparency in influencer marketing on social media through instruments like the Unfair Commercial Practices Directive (UCPD) in the European Union, or Section 5 of the…

Computation and Language · Computer Science 2023-06-09 Thales Bertaglia , Stefan Huber , Catalina Goanta , Gerasimos Spanakis , Adriana Iamnitchi

The introduction of the social networking platform has drastically affected the way individuals interact. Even though most of the effects have been positive, there exist some serious threats associated with the interactions on a social…

Cryptography and Security · Computer Science 2012-12-11 Manoj Rameshchandra Thakur , Sugata Sanyal

As a major component of online crime, email-based fraud is a threat that causes substantial economic losses every year. To counteract these scammers, volunteers called scam-baiters play the roles of victims, reply to scammers, and try to…

Cryptography and Security · Computer Science 2023-09-14 Wentao Chen , Fuzhou Wang , Matthew Edwards

Due to the huge commercial interests behind online reviews, a tremendousamount of spammers manufacture spam reviews for product reputation manipulation. To further enhance the influence of spam reviews, spammers often collaboratively post…

Information Retrieval · Computer Science 2020-11-17 Ziyang Wang , Wei Wei , Xian-Ling Mao , Guibing Guo , Pan Zhou , Shanshan Feng

Spam mitigation can be broadly classified into two main approaches: a) centralized security infrastructures that rely on a limited number of trusted monitors to detect and report malicious traffic; and b) highly distributed systems that…

Cryptography and Security · Computer Science 2009-08-28 Michael Sirivianos , Xiaowei Yang , Kyungbaek Kim

Online social networks provide a platform for sharing information and free expression. However, these networks are also used for malicious purposes, such as distributing misinformation and hate speech, selling illegal drugs, and…

Social and Information Networks · Computer Science 2020-09-28 Alon Halevy , Cristian Canton Ferrer , Hao Ma , Umut Ozertem , Patrick Pantel , Marzieh Saeidi , Fabrizio Silvestri , Ves Stoyanov

Instagram is a relatively new form of communication where users can instantly share their current status by taking pictures and tweaking them using filters. It has seen a rapid growth in the number of users as well as uploads since it was…

Social and Information Networks · Computer Science 2014-10-30 Lydia Manikonda , Yuheng Hu , Subbarao Kambhampati