After KAUST Academy
Osama started a co-op trainee position at Cipher at the end of August 2026. Osama is also working on a graduation project that uses machine learning to detect intrusions in UAV networks.
Summer project
Cybersecurity Specialization · Cohort 2026
Massar – Attack Path Hypothesis Engine (APHE)
An exposure-based attack-path hypothesis engine. It combines exposed assets (hosts, IPs, and services) with known vulnerability data, enumerates the attacker chains supported by that data, and ranks them deterministically—helping security teams identify where to fix things first. An LLM evaluates the plausibility of each already-enumerated chain and provides its rationale, along with AI-generated detection guidance for the blue team.
With KAUST Academy
- Cohort 2026
King Khalid University and University of Glasgow · Cybersecurity Summer School
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