In an earlier blog, we had a fair knowledge about data poisoning, wherein the adversary is able to make changes to the training data, filling it with corrupt information so as to malign the AI algorithm such that it is trained according to malicious information to render a corrupt, biased…
Month: April 2022
Data Poisoning: A Catch-22 Situation
What is Data Poisoning? If you all remember a famous case of data bias issue, wherein Google Photos labeled a picture of African-American couple as “Gorillas”, then you know what I am talking about. ML models which are the subset of AI, are specifically susceptible to such data poisoning attacks….