Cream Skimming the Underground: Identifying Relevant Information Points from Online Forums

no code implementations • 3 Aug 2023 • Felipe Moreno-Vera, Mateus Nogueira, Cainã Figueiredo, Daniel Sadoc Menasché, Miguel Bicudo, Ashton Woiwood, Enrico Lovat, Anton Kocheturov, Leandro Pfleger de Aguiar

This paper proposes a machine learning-based approach for detecting the exploitation of vulnerabilities in the wild by monitoring underground hacking forums.

NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification

no code implementations • 5 Mar 2021 • Julian Busch, Anton Kocheturov, Volker Tresp, Thomas Seidl

Malicious software (malware) poses an increasing threat to the security of communication systems as the number of interconnected mobile devices increases exponentially.

General Classification Malware Detection

Extended Vertical Lists for Temporal Pattern Mining from Multivariate Time Series

no code implementations • 26 Apr 2018 • Anton Kocheturov, Petar Momcilovic, Azra Bihorac, Panos M. Pardalos

We develop a new method called the Fast Temporal Pattern Mining with Extended Vertical Lists.

Time Series Time Series Analysis