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Data poisoning attacks -- where an adversary can modify a small fraction of training data, with the goal of forcing the trained classifier to high loss -- are an important threat for machine learning in many applications. While a body of…

机器学习 · 计算机科学 2020-02-21 Yizhen Wang , Somesh Jha , Kamalika Chaudhuri

With the rapid development of online technologies and the widespread usage of mobile phones among children, it is crucial to protect their online safety. Some studies reported that online abuse and incidents negatively affect children's…

计算机与社会 · 计算机科学 2023-05-18 Ricardo Lopes , Vinh Thong Ta , Ioannis Korkontzelos

Online texts with toxic content are a clear threat to the users on social media in particular and society in general. Although many platforms have adopted various measures (e.g., machine learning-based hate-speech detection systems) to…

机器学习 · 计算机科学 2025-04-29 Yiran Ye , Thai Le , Dongwon Lee

This paper describes three principal challenges in smishing mitigation - limitations of device affordances, complexity of infrastructure, and cognitive and contextual factors of mobile device use. We give a high-level overview of ideas that…

密码学与安全 · 计算机科学 2024-01-29 Cori Faklaris

Growing evidence shows that proactive content moderation supported by AI can help improve online discourse. However, we know little about designing these systems, how design impacts efficacy and user experience, and how people perceive…

人机交互 · 计算机科学 2024-01-22 Mark Warner , Angelika Strohmayer , Matthew Higgs , Husnain Rafiq , Liying Yang , Lynne Coventry

In the area of information technology, cybersecurity is critical. Information security is one of todays highest priorities. Cyber attacks, which are on the rise and include Ransomware, are the first thing that springs to mind when we think…

计算机与社会 · 计算机科学 2022-12-09 Shweta Vasoya , Krishna Bhavsar , Nishtha Patel

Among the various modes of communication in social media, the use of Internet memes has emerged as a powerful means to convey political, psychological, and socio-cultural opinions. Although memes are typically humorous in nature, recent…

The proliferation of social media platforms and online communities has inadvertently catalyzed the spread of cyberbullying, hate speech, and other forms of online toxicity, making the effective governance of such harm a critical societal…

人工智能 · 计算机科学 2026-05-28 Yiting Huang , Wenting Zhu , Zekun Wang , Qingpo Yang , Yakai Chen , Zihui Xu , Yueyue Zhang , Sanchuan Guo , Xi Zhang

Phishing is an especially challenging cyber security threat as it does not attack computer systems, but targets the user who works on that system by relying on the vulnerability of their decision-making ability. Phishing attacks can be used…

密码学与安全 · 计算机科学 2017-10-18 Gaurav Misra , Nalin Asanka Gamagedara Arachchilage , Shlomo Berkovsky

Android is the predominant mobile operating system for the past few years. The prevalence of devices that can be powered by Android magnetized not merely application developers but also malware developers with criminal intention to design…

密码学与安全 · 计算机科学 2018-12-27 Abdelmonim Naway , Yuancheng LI

Digital security technology is able to identify and prevent many threats to users accounts. However, some threats remain that, to provide reliable security, require human intervention: e.g., through users paying attention to warning…

密码学与安全 · 计算机科学 2019-01-11 Elissa M. Redmiles

The ethical imperative for technology should be first, do no harm. But digital innovations like AI and social media increasingly enable societal harms, from bias to misinformation. As these technologies grow ubiquitous, we need solutions to…

综合经济学 · 经济学 2023-11-21 Marc J. Pfeiffer

Mobile device authentication has been a highly active research topic for over 10 years, with a vast range of methods having been proposed and analyzed. In related areas such as secure channel protocols, remote authentication, or desktop…

密码学与安全 · 计算机科学 2020-09-23 René Mayrhofer , Vishwath Mohan , Stephan Sigg

While modern society benefits from a range of technological advancements, it also is exposed to an ever-increasing set of cybersecurity threats. These affect all areas of life including business, government, and individuals. To complement…

密码学与安全 · 计算机科学 2023-08-31 Maria Bada , Jason R. C. Nurse

In order to combat the creation and spread of harmful content online, this paper defines and contextualizes the concept of inauthentic, societal-scale manipulation by malicious actors. We review the literature on societally harmful content…

Social Engineering (SE) is one of the most dangerous aspect an attacker can use against a given entity (private citizen, industry, government, ...). In order to perform SE attacks, it is necessary to collect as much information as possible…

密码学与安全 · 计算机科学 2016-09-26 Alan Ferrari , Angelo Consoli

Social media platforms offer flagging, a technical feature that empowers users to report inappropriate posts or bad actors to reduce online harm. The deceptively simple flagging interfaces on nearly all major social media platforms disguise…

人机交互 · 计算机科学 2024-12-12 Alice Qian Zhang , Kaitlin Montague , Shagun Jhaver

Major transformations related to information technologies affect InformationSystems (IS) that support the business processes of organizations and their actors. Deployment in a complex environment involving sensitive, massive and…

密码学与安全 · 计算机科学 2024-06-21 Florence Sèdes

The growing use of social media has led to the development of several Machine Learning (ML) and Natural Language Processing(NLP) tools to process the unprecedented amount of social media content to make actionable decisions. However, these…

计算与语言 · 计算机科学 2021-10-28 Izzat Alsmadi , Kashif Ahmad , Mahmoud Nazzal , Firoj Alam , Ala Al-Fuqaha , Abdallah Khreishah , Abdulelah Algosaibi

The internet landscape is growing and at the same time becoming more heterogeneous. Services are performed via computers and networks, critical data is stored digitally. This enables freedom for the user, and flexibility for operators. Data…

密码学与安全 · 计算机科学 2020-12-17 Simon D Duque Anton , Daniel Fraunholz , Daniel Schneider