Pedro Casas

One Model to Find Them All Deep Learning for Multivariate Time-Series Anomaly Detection in Mobile Network Data

2023 · IEEE Transactions on Network and Service Management

Network monitoring data generally consists of hundreds of counters periodically collected in the form of time-series, resulting in a complex-to-analyze multivariate time-series (MTS) process. Traditional time-series anomaly detection methods target univariate time-series analysis, which makes …

More than Words is What you Need - Detecting DGA and Phishing Domains with Dom2Vec Word Embeddings

2024

The rapid detection of Domain Generation Algorithm (DGA) and general phishing domains plays a critical role in mitigating malware propagation and its potential impact, as well as in limiting botnet activity coordination through command and …