Search Results for author: Helge Janicke

Found 6 papers, 0 papers with code

AI Potentiality and Awareness: A Position Paper from the Perspective of Human-AI Teaming in Cybersecurity

no code implementations28 Sep 2023 Iqbal H. Sarker, Helge Janicke, Nazeeruddin Mohammad, Paul Watters, Surya Nepal

This position paper explores the broad landscape of AI potentiality in the context of cybersecurity, with a particular emphasis on its possible risk factors with awareness, which can be managed by incorporating human experts in the loop, i. e., "Human-AI" teaming.

Position

Security and Privacy for Artificial Intelligence: Opportunities and Challenges

no code implementations9 Feb 2021 Ayodeji Oseni, Nour Moustafa, Helge Janicke, Peng Liu, Zahir Tari, Athanasios Vasilakos

The increased adoption of Artificial Intelligence (AI) presents an opportunity to solve many socio-economic and environmental challenges; however, this cannot happen without securing AI-enabled technologies.

Federated Learning

A novel Two-Factor HoneyToken Authentication Mechanism

no code implementations16 Dec 2020 Vassilis Papaspirou, Leandros Maglaras, Mohamed Amine Ferrag, Ioanna Kantzavelou, Helge Janicke

The majority of systems rely on user authentication on passwords, but passwords have so many weaknesses and widespread use that easily raise significant security concerns, regardless of their encrypted form.

Cryptography and Security

Federated TON_IoT Windows Datasets for Evaluating AI-based Security Applications

no code implementations4 Oct 2020 Nour Moustafa, Marwa Keshk, Essam Debie, Helge Janicke

This paper presents the description of new datasets, the so-called ToN_IoT, which involve federated data sources collected from telemetry datasets of IoT services, operating system datasets of Windows and Linux, and datasets of network traffic.

Cryptography and Security

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