Ming Ding | Information Security and
Privacy Group | Data61, CSIROConclusions
•What is privacy? –Protect individuals’ identity and sensitive information
•Why privacy is important? –Privacy violation leads to financial, reputational, and physical losses
•Privacy legislation and regulations –GDPR, CCPA, CPRA, Privacy Act, etc.
•What is re -identification? –Uniqueness leads to re -identification
•Privacy risk assessment –Probability theory, Information theory, empirical experiments, etc.
•Privacy risk mitigation –Anonymization, noise perturbation, data synthesis, AI, etc.
•Privacy meets AI –Privacy of AI, AI for Privacy, AI against Privacy