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Code and data accompanying the paper: Quantifying Privacy Risks in Synthetic ...
This repository contains the code and data for the paper “Quantifying Privacy Risks in Synthetic Data: A Study on Black-Box Membership Inference”. It enables full... -
Private AutoEncoder-based eXplainable Anomaly Detection (AE-XAD)
AE-XAD This repository contains the code of the AE-XAD method (authored by Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina and Simona Nisticò). Dataset Dataset classes are... -
Private AE-SAD
Tensorflow implementation of AE-SAD This repository provides a Tensorflow implementation of the AE-SAD method for (semi-)supervised anomaly detection. Citation and Contact... -
Private Masking Models for Outlier Explanation (M2OE)
$\text{M}^2 \text{OE}$ - Masking Models for Outlier Explanation This repository provides a Python implementation of the Masking Models for Outlier Explanation ($\text{M}^2... -
Private LatentOut
Tensorflow Implementation of LatentOut This repository provides a Tensorflow implementation of the LatentOut framework for anomaly detection. It is an extension of VAEOut, an... -
Private Expression profiling by high throughput sequencing
The dataset contains transcriptomic data of pancreatic islet preparations obtained from 10 type 2 diabetic subjects. The transcriptomic profile of each preparation was... -
Experimenting AspenPlus on the Music dataset
It has been recently proposed AspenPlus: an Answer Set Programming (ASP) encoding for LACE+, which is a novel declarative approach to Collective Entity Resolution in the... -
Experimenting AspenPlus on the IMDB dataset
It has been recently proposed AspenPlus: an Answer Set Programming (ASP) encoding for LACE+, which is a novel declarative approach to Collective Entity Resolution in the... -
Experimenting AspenPlus on the Pokémon dataset
It has been recently proposed AspenPlus: an Answer Set Programming (ASP) encoding for LACE+, which is a novel declarative approach to Collective Entity Resolution in the... -
AspenPlus: ASP-based Implementation for Collective Entity Resolution with Glo...
This is an Answer Set Programming (ASP) encoding for LACE+, which is a novel declarative approach to Collective Entity Resolution in the classical relational database setting,... -
Federated Recursive Ridge Regression
Official implementation of the Federated Recursive Ridge Regression (Fed3R) and Only Local Labels (OLL) algorithms proposed in the ICML24 accepted paper "Accelerating... -
Private MVC_Italian_speech_LLD_HLD
Low Level (Shimmer, Loudness, Harmonics-to-Noise Ratio,...) and High Level Descriptors (Functionals for the arithmetic mean and variance, Functionals for the mean and standard... -
Private 12-lead Electrocardiogram (ECG) arrhythmia detection
The dataset is derived from 12-lead ECG recordings from the Physionet 2020 competition and transformed into a structured tabular format with mora than 600 features per... -
Private VitaGraph
VitaGraph is a comprehensive biomedical network integrating diverse entity types such as drugs, genes, diseases, biological processes, and side effects. It serves as a... -
ReADLBench
This repository is a comprehensive collection of benchmarks for Deep Neural Networks (DNNs), designed to evaluate and compare the performance of various models across... -
Private NL2CNL dataset
NL2CNL is a dataset focused on graph-related problem specifications, that is conceived to develop and assess NLP tools for the automatic composition of ASP programs. NL2CNL... -
Private 5G data communication traces
5G data communication traces, collected during "e-commerce" or "streaming" sessions, done with, respectively, Amazon, Ebay and Shein, and Amazon Prime Video and Netflix. The... -
Experimenting ASPen on the Pokémon dataset
It has been recently proposed ASPen: an Answer Set Programming (ASP) encoding for LACE, which is a novel declarative approach to Collective Entity Resolution in the classical... -
Private An Inverse Learning Paradigm for Controller Tuning Rules
A sim2real approach for data-driven controller tuning, utilizing a digital twin to generate input-output data and suitable controllers around nominal parameter values. It is a... -
Private Radio Link Performance Evaluation - NLoS scenario with Mobile Network Operato...
This dataset captures, using Nemo Outdoor software, data related to the radio link performance in an infrastructure with antennas provided by a mobile network operator...
