Nathalie Baracaldo

The Design and Development of a Game to Study Backdoor Poisoning Attacks: The Backdoor Game

Recently, AI Security researchers have identified a new way crowdsourced data can be intentionally compromised. Backdoor attacks are a process through which an adversary creates a vulnerability in a machine learning model by “poisoning’' the training set by selectively mislabelling images containing a backdoor object.…