Verifying Outsourced Computation in an Edge Computing Marketplace. (arXiv:2203.12347v1 [cs.CR])

An edge computing marketplace could enable IoT devices (Outsourcers) to
outsource computation to any participating node (Contractors) in their
proximity. In return, these nodes receive a reward for providing computation
resources. In this work, we propose a scheme that verifies the integrity of
arbitrary deterministic functions and is resistant to both dishonest
Outsourcers and Contractors who try to maximize their expected payoff. We
tested our verification scheme with state-of-the-art pre-trained Convolutional
Neural Network models designed for object detection. On all …

computation computing edge edge computing marketplace