3 papers
cs.SE2026
An Empirical Study of the TianoCore Community
Nazanin Siavash, Connor Glosner, Ayushi Sharma +4
We investigate the software security and maintenance practices adopted by stakeholders in the TianoCore community and identify opportunities to improve firmware development workflo…
cs.CR2026
Landseer: Exploring the Machine Learning Defense Landscape
Ayushi Sharma, Rosemary Agbozo, Santiago Torres-Arias +1
Machine learning systems face diverse threats that undermine robustness, privacy, and fairness. Although many defenses have been proposed, each typically addresses a single risk in…
cs.CV2026
deadtrees.earth-aerial: A Multi-Resolution Aerial Image Dataset for Tree Cover and Mortality Detection
Ayushi Sharma, Clemens Mosig, Lukas Drees +9
Forests worldwide are increasingly threatened by climate change and disturbances such as fire, pests, and pathogens, creating an urgent need for scalable monitoring of tree cover a…