Safe Training with Sensitive In-domain Data: Leveraging Data Fragmentation To Mitigate Linkage Attacks. - Mariia Ignashina; Julia Ive (CoRR, 2024)

Privacy-Preserving Behaviour of Chatbot Users: Steering Through Trust Dynamics. - Julia Ive; Vishal Yadav; Mariia Ignashina; Matthew Rand; Paulina Bondaronek (CoRR, 2024)

LLM Assistance for Pediatric Depression. - Mariia Ignashina; Paulina Bondaronek; Daniel Santel; John Pestian; Julia Ive (CoRR, 2025)