17 citations · 32 across the 8 of their papers we have counts for
8 papers
Collective Privacy Recovery: Data-sharing Coordination via Decentralized Artificial Intelligence
Evangelos Pournaras, Mark Christopher Ballandies, Stefano Bennati +1
Collective privacy loss becomes a colossal problem, an emergency for personal freedoms and democracy. But, are we prepared to handle personal data as scarce resource and collective…
Modelling imperfect knowledge via location semantics for realistic privacy risks estimation in trajectory data
Stefano Bennati, Aleksandra Kovacevic
Mobility patterns of vehicles and people provide powerful data sources for location-based services such as fleet optimization and traffic flow analysis. Location-based service prov…
Volunteers in the Smart City: Comparison of Contribution Strategies on Human-Centered Measures
Stefano Bennati, Ivana Dusparic, Rhythima Shinde +1
Several smart city services rely on users contribution, e.g., data, which can be costly for the users in terms of privacy. High costs lead to reduced user participation, which unde…
How intelligence can change the course of evolution
Stefano Bennati, Leonel Aguilar, Dirk Helbing
The effect of phenotypic plasticity on evolution, the so-called Baldwin effect, has been studied extensively for more than 100 years. Plasticity is known to influence the speed of…
PriMaL: A Privacy-Preserving Machine Learning Method for Event Detection in Distributed Sensor Networks
Stefano Bennati, Catholijn M. Jonker
This paper introduces PriMaL, a general PRIvacy-preserving MAchine-Learning method for reducing the privacy cost of information transmitted through a network. Distributed sensor ne…
Privacy-enhancing Aggregation of Internet of Things Data via Sensors Grouping
Stefano Bennati, Evangelos Pournaras
Big data collection practices using Internet of Things (IoT) pervasive technologies are often privacy-intrusive and result in surveillance, profiling, and discriminatory actions ov…