Chimera: Neuro-Symbolic Attention Primitives for Trustworthy Dataplane Intelligence

Chimera introduces a framework that enables neural network inference directly on programmable network switches by combining attention mechanisms with symbolic constraints. The system achieves line-rate, low-latency traffic analysis while maintaining predictable behavior within hardware limitations of commodity programmable switches.