Adversaries can create backdoored neural networks during outsourced training that maintain high accuracy on normal data but misbehave on attacker-chosen triggers.
Traffic sign detection and recognition using fully convolutional network guided proposals
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BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain
Adversaries can create backdoored neural networks during outsourced training that maintain high accuracy on normal data but misbehave on attacker-chosen triggers.