Research

· July 2025

US12361127B1 — Computer-based systems configured for malware detection and methods of use thereof

Named inventor on US12361127B1 — malware detection by monitoring browser execution and visual changes on a page. Granted 15 July 2025. Assignee on the record: Go Daddy Operating Co LLC.

• Browser emulation
• Script monitoring
• Visual change detection
• Malware detection

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Analysis of Malicious JavaScript

Paper on a dual manual and automated approach to detecting and decoding malicious JavaScript on web pages.

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Techniques for Dynamic malware analysis

Comparison of static and dynamic malware analysis, with emphasis on observing malware while it runs.

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Frontline techniques to defend web applications

Overview of practical web-application defenses such as WAFs, network monitoring, and input validation.

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· March 2022

Ph.D. Thesis – Prediction of Insider Cyber Threats Using Behavioral Analysis

PhD thesis at GLS University on predicting insider cyber threats using behavioral analysis (submitted 2021; degree conferred March 2022). Part of the SATARK research lineage.

• Behavioral analysis
• Threat-Rank research
• Deep learning
• Windows forensics

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