Ep 24 | Mohamed Nabeel - Detecting GenAI Threats at Scale with YARA-Like Semantic Rules | [un]prompted 2026 episode artwork

EPISODE · May 28, 2026 · 19 MIN

Ep 24 | Mohamed Nabeel - Detecting GenAI Threats at Scale with YARA-Like Semantic Rules | [un]prompted 2026

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Day 1 | Stage 2Sr Principal Researcher from Palo Alto Networks introduces SYARA (Super YARA), extending YARA's syntax with multi-modal semantic detection. Combines string matching, embeddings, ML classifiers, and LLMs in a single rule. Teaches hunting for GenAI-era threats including prompt injection, phishing, malicious intent identification, and disinformation detection, achieving 98% detection rates.Mohamed Nabeel is Sr Principal Researcher, Palo Alto Networks.Watch on YouTube: https://www.youtube.com/watch?v=PZYtJL6TCwo

Day 1 | Stage 2Sr Principal Researcher from Palo Alto Networks introduces SYARA (Super YARA), extending YARA's syntax with multi-modal semantic detection. Combines string matching, embeddings, ML classifiers, and LLMs in a single rule. Teaches hunting for GenAI-era threats including prompt injection, phishing, malicious intent identification, and disinformation detection, achieving 98% detection rates.Mohamed Nabeel is Sr Principal Researcher, Palo Alto Networks.Watch on YouTube: https://www.youtube.com/watch?v=PZYtJL6TCwo

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Ep 24 | Mohamed Nabeel - Detecting GenAI Threats at Scale with YARA-Like Semantic Rules | [un]prompted 2026

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Day 1 | Stage 2Sr Principal Researcher from Palo Alto Networks introduces SYARA (Super YARA), extending YARA's syntax with multi-modal semantic detection. Combines string matching, embeddings, ML classifiers, and LLMs in a single rule. Teaches...

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