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Tehreem Minhas

@tehreemminhas

Cybersecurity researcher at KTH Lab, NUST, who built an automated forensic pipeline extracting 20+ features from four evidence sources.

Pakistan

Message

At KTH Lab, National University of Sciences and Technology (NUST), I engineered a forensic pipeline that extracts 20+ features per session from filesystem, registry, network, and memory evidence. I also built a Python toolchain of 25+ scripts to automate evidence capture, extraction, validation, and model training.

I built a machine learning pipeline that classifies six browser activity types across Normal, Incognito, and Tor environments. I validated datasets through automated checks and manual row-level audits, and correlated Windows Security Event Logs with filesystem and network evidence to corroborate credential-entry events.

At Intelligent Learning Machines, Inc., I supported cybersecurity risk-assessment work aligned with ISO/SAE 21434 for automotive systems. My other work includes solving Hack The Box machines and building a secure messaging application and smart-contract simulation in JavaScript.

Experience

Work history, roles, and key accomplishments

Current

Graduate Researcher, Digital Forensics and LLM Security

Current

KTH Lab, National University of Sciences and Technology (NUS

Sep 2023 - Present (3 years 1 month)

Engineered extraction of 20+ forensic features per session from filesystem, registry, network, and memory evidence, and built an automated machine learning pipeline to classify browser activity types across privacy-preserving environments.

Python Selenium Pandas NumPy TensorFlow Keras Volatility FTK Imager Autopsy Wireshark Tshark Procmon Snort Windows Event Log Analysis MITRE ATT&CK Machine Learning Feature Engineering Data pipeline automation

Cyber Security Engineer Intern

Intelligent Learning Machines, Inc.

Jan 2026 - Mar 2026 (2 months)

Supported cybersecurity risk-assessment work aligned with ISO/SAE 21434 for automotive systems.

Cybersecurity Risk Assessment ISO 21434

Education

Degrees, certifications, and relevant coursework

National University of Sciences and Technology (NUST)

Master of Science, Information Security

2023 -

Pursuing a Master of Science in Information Security with a thesis on automated multi-source forensic framework for browser event classification across privacy-preserving environments; defense pending.