Concetti Chiave
Developing a hardware-based technique to achieve differential privacy by design using SRAM memory, enhancing privacy and power efficiency.
Statistiche
"The results confirm that the developed technique is differentially private, saves 88.58% system power, speeds up software-based DP mechanisms by more than 106 times, while only incurring 2.46% chip overhead and 7.81% estimation errors in data recovery."
Citazioni
"The essence of the DP notion is to ensure the rigorous privacy guarantee of individual’s data without sacrificing its general statistics."
"The proposed hardware-based LDP realization has made the first and interdisciplinary attempt to exploit low-power memory design for LDP."