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cs.LG2026
Machine Learning-Based Graph Simplification for Symbolic Accelerators
Tiffany Yu, Rye Stahle-Smith, Darssan Eswaramoorthi +1
Graph-based accelerators have been widely adopted in symbolic data processing applications such as genomics, cybersecurity, and artificial intelligence. However, these systems ofte…
cs.CR2026
Hardware-Accelerated Line-Rate Bitstream Screening for Secure FPGA Reconfiguration
Rye Stahle-Smith, Carter Antley, Jason D. Bakos +1
As Field-Programmable Gate Arrays (FPGAs) scale in multi-tenant cloud and edge-AI environments, the configuration bitstream has become a critical, yet opaque, security boundary. Ex…