01a Articolo in rivista

Elastic Symbiotic Scaling of Operators and Resources in Stream Processing Systems
Anonymous subject identification and privacy information management in video surveillance

The widespread deployment of surveillance cameras has raised serious privacy concerns, and many privacy-enhancing schemes have been recently proposed to automatically redact images of selected individuals in the surveillance video for protection. Of equal importance are the privacy and efficiency...
ODIN: Obfuscation-based privacy-preserving consensus algorithm for Decentralized Information fusion in smart device Networks

The large spread of sensors and smart devices in urban infrastructures are motivating research in the area of the Internet of Things (IoT) to develop new services and improve citizens’ quality of life. Sensors and smart devices generate large amounts of measurement data from sensing the environment...
Piecewise Function Approximation with Private Data
Learning With Privacy in Consensus + Obfuscation

We examine the interplay between learning and privacy over multiagent consensus networks. The learning objective of each individual agent consists of computing some global network statistic, and is accomplished by means of a consensus protocol. The privacy objective consists of preventing inference...
Privacy Protection in Biometric-Based Recognition Systems: A marriage between cryptography and signal processing
Private computing with garbled circuits [applications corner]
Privacy-preserving ECG classification with branching programs and neural networks