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Salma Taoufiq

Data Scientist

Salma is a Data Scientist at Sophos. With an undergraduate background in computer science, she graduated from the Central European University with a master’s in mathematics and Its Applications geared towards machine learning and data analysis. She has found in the intersection of math and CS a predilection for deep learning. Tangent to work and research, Salma is an avid hiker and traveler, consumer of thrillers, and yogi.

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Blog Posts

View all of Salma’s blog posts
September 29, 2021March 20, 2023

ELI10: A Regex, a Hierarchical Approach, and a Deep Learning Model Walk into a Bar

Previously in the ELI10 series, we went over our detector of malicious web content based on URLs: a lightweight deep […]

Salma Taoufiq
May 11, 2021March 20, 2023

ELI10: Hunting for Malicious URLs with Character-level Embeddings and Convolutions

Introduction On any given day that we are happily browsing the Web, we are stomping around on a minefield. Malware […]

Salma Taoufiq
Sophos AI - Smarter Security
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