2 papers
cs.CR2026
AfterDeleteBench: Auditing Post-Deletion Information Persistence in LLM Agents
Ehsan Saleh, Roozbeh Nahavandi, Sama Salarian +2
Many LLM agents maintain external persistent memory and derive additional state from past interactions, such as summaries. Deleting an original memory record therefore need not rem…
cs.LG2025
MedEqualizer: A Framework Investigating Bias in Synthetic Medical Data and Mitigation via Augmentation
Sama Salarian, Yue Zhang, Swati Padhee +1
Synthetic healthcare data generation presents a viable approach to enhance data accessibility and support research by overcoming limitations associated with real-world medical data…