Authors

Naima Kaabouch

Publications 2

Preprint Open access

A Structured State Space Sequence Model for Multi-Class Classification of Malware

Emmanuela Andam, Rana Shaaban, Emanuel Grant et al. · 2026

By 2030, Internet of Things (IoT) devices are projected to reach 40 billion, with fast-paced technological advancements in fields such as industry, healthcare, agriculture, automobiles, and building/home automation systems. This expansion has created a large attack surface for cybercrime, as the majority of these devic …

Preprint Open access

A Hybrid Approach to Malware Detection: Integrating Few-Shot Model-Agnostic Meta-Learning with Autoencoders

Emmanuela Andam, Yasir Abbas Zaidi, Abdelali Hadir et al. · 2026

Ransomware has emerged as a major cybersecurity threat, with incidents increasing in frequency and impact across critical sectors. These attacks are typically launched through phishing emails, malicious downloads, or exploitation of software vulnerabilities to gain system access. Once inside, the malware encrypts files …

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