Essays about: "Inference Attacks"
Found 4 essays containing the words Inference Attacks.
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1. Evaluating Membership Inference Attacks on Synthetic Data Generated With Formal Privacy Guarantees
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Synthetic data generation using generative machine learning has been increasinglypublicized as a new tool for data anonymization. It promises to offer privacy whilemaintaining the statistical properties of the original dataset. This study focuses on the riskswith synthetic data by looking mainly at two aspects: privacy and utility. READ MORE
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2. Collective Genocidal Intent in Sri Lanka
University essay from Lunds universitet/Juridiska institutionen; Lunds universitet/Juridiska fakultetenAbstract : The end of the Sri Lankan war was marked by a devastating loss of life, with hundreds of thousands of casualties. Amidst this tragedy, victims have claimed that the crimes committed against them constitute genocide, specifically targeting the Eelam Tamils solely because of their ethnic identity. READ MORE
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3. Anomalous Behavior Detection in Aircraft based Automatic Dependent Surveillance–Broadcast (ADS-B) system using Deep Graph Convolution and Generative model (GA-GAN)
University essay from Linköpings universitet/Databas och informationsteknikAbstract : The Automatic Dependent Surveillance-Broadcast (ADS-B) is a key component of the Next Generation Air Transportation System (Next Gen) that manages the increasingly congested airspace and operation. From Jan 2020, the U.S. Federal Aviation Administration (FAA) mandated the use of (ADS-B) as a key component of Next Gen project. READ MORE
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4. Protecting Location-Data Against Inference Attacks Using Pre-Defined Personas
University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)Abstract : Usage of locational data is getting more popular day by day. Location-aware application, context aware application and Ubiquities applications are some of the major categories of applications which are based on locational data. READ MORE