Search Results for author: Bogdan Ghita

Found 6 papers, 0 papers with code

Audio Interval Retrieval using Convolutional Neural Networks

no code implementations21 Sep 2021 Ievgeniia Kuzminykh, Dan Shevchuk, Stavros Shiaeles, Bogdan Ghita

Two tests are conducted to evaluate the performance of the models on two separate problems: audio classification and intervals retrieval based on a natural language query.

Audio Classification Retrieval

Malware Squid: A Novel IoT Malware Traffic Analysis Framework using Convolutional Neural Network and Binary Visualisation

no code implementations8 Sep 2021 Robert Shire, Stavros Shiaeles, Keltoum Bendiab, Bogdan Ghita, Nicholas Kolokotronis

Internet of Things devices have seen a rapid growth and popularity in recent years with many more ordinary devices gaining network capability and becoming part of the ever growing IoT network.

Detection of Insider Threats using Artificial Intelligence and Visualisation

no code implementations6 Sep 2021 Vasileios Koutsouvelis, Stavros Shiaeles, Bogdan Ghita, Gueltoum Bendiab

Insider threats are one of the most damaging risk factors for the IT systems and infrastructure of a company or an organization; identification of insider threats has prompted the interest of the world academic research community, with several solutions having been proposed to alleviate their potential impact.

Detection of LDDoS Attacks Based on TCP Connection Parameters

no code implementations12 Mar 2019 Michael Siracusano, Stavros Shiaeles, Bogdan Ghita

Low-rate application layer distributed denial of service (LDDoS) attacks are both powerful and stealthy.

Agent-based Vs Agent-less Sandbox for Dynamic Behavioral Analysis

no code implementations12 Mar 2019 Muhammad Ali, Stavros Shiaeles, Maria Papadaki, Bogdan Ghita

Malicious software is detected and classified by either static analysis or dynamic analysis.

Malware Detection

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