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Srijan Singh Somvanshi's Projects

android_malware_analysis icon android_malware_analysis

This project provides an analysis of Android malware using static features. We leverage Jupyter Notebook to perform static analysis on Android permissions and APK files, extracting relevant features and providing insights into potential malicious behavior.

intrusion_detection_system_using_machine_learning icon intrusion_detection_system_using_machine_learning

This project uses various machine learning models to analyze network or system data, identifying abnormal patterns and potential security breaches. By training on historical data, it learns to distinguish between normal and malicious activities, providing real-time alerts to enhance cybersecurity. This ML-based IDS enhances network security by auto

phishing-url-detection icon phishing-url-detection

Developed machine learning-based techniques for detecting phishing URLs by analyzing various features of legitimate and counterfeit websites. Evaluated multiple algorithms and , compared accuracy, f1 score, precision, and recall rates to identify the best-performing algorithm for phishing URL detection.

robo icon robo

R.O.B.O, short for Responsive OpenAI-Based Organizer, is an advanced desktop assistant designed to streamline and enhance your digital experience. Developed using OpenAI and Python, this AI-powered assistant is not just a silent presence on your desktop but a dynamic entity that communicates with you in a human-like manner.

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