3 papers
cs.HC2025
Privacy-Preserving Behaviour of Chatbot Users: Steering Through Trust Dynamics
Julia Ive, Vishal Yadav, Mariia Ignashina +2
Introduction: The use of chatbots is becoming increasingly important across various aspects of daily life. However, the privacy concerns associated with these communications have n…
cs.LG2025
LLM Assistance for Pediatric Depression
Mariia Ignashina, Paulina Bondaronek, Dan Santel +2
Traditional depression screening methods, such as the PHQ-9, are particularly challenging for children in pediatric primary care due to practical limitations. AI has the potential…
cs.CL2024
Safe Training with Sensitive In-domain Data: Leveraging Data Fragmentation To Mitigate Linkage Attacks
Mariia Ignashina, Julia Ive
Current text generation models are trained using real data which can potentially contain sensitive information, such as confidential patient information and the like. Under certain…