Can this be the problem statement for the project ?

[mo-shahab]

Text from the link
Link for the reference: https://arxiv.org/abs/2209.02299

Today, computer systems hold large amounts of personal data. Yet while such an abundance of data allows breakthroughs in artificial intelligence, and especially machine learning (ML), its existence can be a threat to user privacy, and it can weaken the bonds of trust between humans and AI. Recent regulations now require that, on request, private information about a user must be removed from both computer systems and from ML models, i.e. ``the right to be forgotten'')

@Chiragkj @veerasagar

[mo-shahab]

Brief summary of the problem statement:

Machine learning models are typically trained using vast amounts of data, which remains embedded within the model once it's trained. This data retention poses a significant security and privacy risk. If a machine learning model is ever compromised, the data it was trained on becomes vulnerable to unauthorized access or theft.