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Social media's growing popularity raises concerns around children's online safety. Interactions between minors and adults with predatory intentions is a particularly grave concern. Research into online sexual grooming has often relied on…

计算与语言 · 计算机科学 2022-09-27 Darren Cook , Miri Zilka , Heidi DeSandre , Susan Giles , Adrian Weller , Simon Maskell

With the advent of social media, children are becoming increasingly vulnerable to the risk of grooming in online settings. Detecting grooming instances in an online conversation poses a significant challenge as the interactions are not…

计算与语言 · 计算机科学 2025-02-19 Geetanjali Bihani , Julia Rayz

Social networks are evolving to engage their users more by providing them with more functionalities. One of the most attracting ones is streaming. Users may broadcast part of their daily lives to thousands of others world-wide and interact…

社会与信息网络 · 计算机科学 2020-04-20 Nikolaos Lykousas , Constantinos Patsakis

Online Grooming (OG) is a prevalent threat facing predominately children online, with groomers using deceptive methods to prey on the vulnerability of children on social media/messaging platforms. These attacks can have severe psychological…

机器学习 · 计算机科学 2025-11-14 Jake Street , Isibor Ihianle , Funminiyi Olajide , Ahmad Lotfi

Cybergrooming emerges as a growing threat to adolescent safety and mental health. One way to combat cybergrooming is to leverage predictive artificial intelligence (AI) to detect predatory behaviors in social media. However, these methods…

人机交互 · 计算机科学 2024-05-24 Xinyi Zhang , Pamela J. Wisniewski , Jin-hee Cho , Lifu Huang , Sang Won Lee

Cybergrooming is a form of online abuse that threatens teens' mental health and physical safety. Yet, most prior work has focused on detecting perpetrators' behaviors, leaving a limited understanding of how teens might respond to such…

Online discussions, panels, talk page edits, etc., often contain harmful conversational content i.e., hate speech, death threats and offensive language, especially towards certain demographic groups. For example, individuals who identify as…

计算与语言 · 计算机科学 2022-07-21 Jamell Dacon , Harry Shomer , Shaylynn Crum-Dacon , Jiliang Tang

Encoding implicit language presents a challenge for language models, especially in high-risk domains where maintaining high precision is important. Automated detection of online child grooming is one such critical domain, where predators…

计算与语言 · 计算机科学 2025-02-19 Geetanjali Bihani , Tatiana Ringenberg , Julia Rayz

The increased screen time and isolation caused by the COVID-19 pandemic have led to a significant surge in cases of online grooming, which is the use of strategies by predators to lure children into sexual exploitation. Previous efforts to…

计算与语言 · 计算机科学 2025-04-17 Khaoula Chehbouni , Martine De Cock , Gilles Caporossi , Afaf Taik , Reihaneh Rabbany , Golnoosh Farnadi

The proliferation of abusive language in online communications has posed significant risks to the health and wellbeing of individuals and communities. The growing concern regarding online abuse and its consequences necessitates methods for…

计算与语言 · 计算机科学 2025-04-25 Samaneh Hosseini Moghaddam , Kelly Lyons , Cheryl Regehr , Vivek Goel , Kaitlyn Regehr

Cybergrooming is an evolving threat to youth, necessitating proactive educational interventions. We propose StagePilot, an offline RL-based dialogue agent that simulates the stage-wise progression of grooming behaviors for prevention…

机器学习 · 计算机科学 2026-02-06 Heajun An , Qi Zhang , Minqian Liu , Xinyi Zhang , Sang Won Lee , Lifu Huang , Pamela J. Wisniewski , Jin-Hee Cho

Powerful generative Large Language Models (LLMs) are becoming popular tools amongst the general public as question-answering systems, and are being utilised by vulnerable groups such as children. With children increasingly interacting with…

密码学与安全 · 计算机科学 2024-03-18 Ellie Prosser , Matthew Edwards

Increasing knowledge of paedophile activity in P2P systems is a crucial societal concern, with important consequences on child protection, policy making, and internet regulation. Because of a lack of traces of P2P exchanges and rigorous…

计算机与社会 · 计算机科学 2012-06-20 Matthieu Latapy , Clémence Magnien , Raphaël Fournier

In recent years, online social networks have allowed worldwide users to meet and discuss. As guarantors of these communities, the administrators of these platforms must prevent users from adopting inappropriate behaviors. This verification…

信息检索 · 计算机科学 2019-06-17 Noé Cecillon , Vincent Labatut , Richard Dufour , Georges Linarès

Abuse on the Internet represents an important societal problem of our time. Millions of Internet users face harassment, racism, personal attacks, and other types of abuse on online platforms. The psychological effects of such abuse on…

计算与语言 · 计算机科学 2020-10-01 Pushkar Mishra , Helen Yannakoudakis , Ekaterina Shutova

Online grooming is a severe social threat where sexual predators gradually entrap child victims with subtle and gradual manipulation. Therefore, timely intervention for online grooming is critical for proactive protection. However, previous…

机器学习 · 计算机科学 2025-03-11 Jinmyeong An , Sangwon Ryu , Heejin Do , Yunsu Kim , Jungseul Ok , Gary Geunbae Lee

Online conversations can go in many directions: some turn out poorly due to antisocial behavior, while others turn out positively to the benefit of all. Research on improving online spaces has focused primarily on detecting and reducing…

计算机与社会 · 计算机科学 2021-02-17 Jiajun Bao , Junjie Wu , Yiming Zhang , Eshwar Chandrasekharan , David Jurgens

Understanding how educators interact and form peer networks in online professional development contexts has become increasingly important as MOOCs for educators (MOOC-Eds) proliferate. This study examines peer discussion network formation…

应用统计 · 统计学 2026-01-06 Shuhan Ai

Detecting online sexual predatory behaviours and abusive language on social media platforms has become a critical area of research due to the growing concerns about online safety, especially for vulnerable populations such as children and…

计算与语言 · 计算机科学 2023-08-29 Thanh Thi Nguyen , Campbell Wilson , Janis Dalins

Pornographic content occurring in human-machine interaction dialogues can cause severe side effects for users in open-domain dialogue systems. However, research on detecting pornographic language within human-machine interaction dialogues…

计算与语言 · 计算机科学 2024-03-21 Huachuan Qiu , Shuai Zhang , Hongliang He , Anqi Li , Zhenzhong Lan
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