Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis
First, let’s begin with several samples of the poisoning attack on neural nets. In multi-class classification, an adversary aims to compromise the system such that instances from a specific class will be misclassified. For example, in the real world, a self-driving car that recognizes a stop sign could be compromised…
Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis First, let’s begin with several samples of the poisoning attack on neural nets. In multi-class classification, an adversary aims to compromise the system such that instances from a specific class will be misclassified. For example, in the real world, a self-driving car that recognizes a stop sign could be compromised… security
SemiTargeted Model Poisoning Attack Federated Learning via Backward Error Analysis First let’s begin several sample poisoning attack neural net multiclass classification adversary aim compromise system instance specific class misclassified example real world selfdriving car recognizes stop sign could compromised… security