RSH-SpMM: A Row-Structured Hybrid Kernel for Sparse Matrix-Matrix Multiplication on GPUs

This collection of arXiv papers (Mar 11 2026) presents multiple systems and algorithms with direct security, privacy, and safety implications. Notable items: Auralink SDC proposes edge-deployed autonomous LLM agents for EV charging management (uses models fine-tuned on OCPP/ISO15118 and incident logs) — a safety-critical attack surface where exploitation or erroneous autonomous remediation could cause large-scale service disruption or unsafe actions. Federated learning papers (benchmarking and FedLECC) highlight client-selection, non-IID challenges, and gaps in privacy/robustness, raising risk