Author

Michael Backes

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Preprint Sep 2026

SADRA: Sound Capability-based Access Control System for Resource-Disaggregated Architectures

Resource disaggregation separates memory and accelerators from compute nodes and makes them remotely accessible. This improves resource sharing, but also removes the local kernel from the resource-access path. Under an untrusted host, compromised host software may use stale authority, exceed delegated authority, or reu...

H. Rasifard, Amirabbas Khojasteh, Hamed Nemati et al. · 0 citations

#machine learning Preprint Sep 2026

No Free Efficiency: Revisiting the Trade-off Between Training Efficiency and Model Vulnerability

Training efficiency has become the central driver of recent progress in foundation models. To overcome the massive computational and data requirements of large-scale training, researchers increasingly adopt strategies such as selective data sampling, efficient pre-training, and simplified reinforcement learning pipelin...

Yi-Yong Liu, Jun Sakuma, Michael Backes et al. · 0 citations