menna abrahim
@mennaabrahim
I build machine learning-powered web defenses and investigate application security threats.
What I'm looking for
I built Virex, a machine learning-powered web application firewall that classifies incoming HTTP requests across nine attack categories and routes them to Block, Monitor, or Allow outcomes.
I designed Virex with LightGBM exported to ONNX, a multi-layer detection architecture, feature engineering, Optuna-based tuning, and a fail-closed rule-based fallback. I also completed blockchain security labs in JavaScript, implementing hashing, block structures, and chain validation to explore integrity and tamper resistance.
I'm a Cyber Security graduate focused on threat detection, ethical hacking fundamentals, secure application design, and building resilient, well-documented security solutions.
Experience
Work history, roles, and key accomplishments
Cyber Security Graduate
Beni-Suef National University
Oct 2022 - Present (3 years 11 months)
Graduated with a Bachelor's degree in Cyber Security from the Faculty of Computers and Artificial Intelligence. Completed coursework and projects in threat detection, ethical hacking, and secure application design.
Education
Degrees, certifications, and relevant coursework
Beni-Suef National University
Bachelor's Degree, Cyber Security
2022 -
Grade: Very Good (B+)
Pursuing a Bachelor's degree in Cyber Security with a focus on threat detection and secure application design.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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