Provably effective detection of effective data poisoning attacks

Jonathan Gallagher, Yasaman Esfandiari, Callen MacPhee +1

This paper establishes a mathematically precise definition of dataset poisoning attack and proves that the very act of effectively poisoning a dataset ensures that the attack can b…