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Sana Ullah Jan

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Open access Jul 2026

Evaluating meta-learning strategies for zero-day intrusion detection under data scarcity.

The rapid expansion of Internet of Things (IoT) technologies has significantly increased the digital attack surface, exposing modern networks to sophisticated cyber threats, particularly zero-day attacks that exploit previously undisclosed vulnerabilities. Conventional intrusion detection systems (IDSs), especially sig...

N. Ijaz, Sana Ullah Jan, Insoo Koo · 1 citation

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