repositories
A curated list of project repositories from this site, with short descriptions and links to GitHub.
Project repositories
SmoothGuard – Robust Defense for Multimodal LLMs
A lightweight, model-agnostic defense for multimodal large language models that improves robustness against adversarial attacks using noise perturbation and clustering aggregation.
Membership Inference Attacks on Stock Prediction Models
Investigating vulnerabilities of stock prediction models to Membership Inference Attacks (MIA) using Transformer, LSTM, and MambaStock architectures.
Object Detection Using Faster R-CNN and YOLO
Comprehensive comparison of Faster R-CNN and YOLOv8 for object detection on a custom dataset with laptop, mouse, keyboard, and utensils.
YouTube Video Crawler
A professional, modular Python tool for scraping and downloading YouTube videos with support for authentication, configurable search parameters, and batch processing.
CNN for Scene Classification
Comprehensive CNN implementation for scene classification using ResNet-50 transfer learning with comparative analysis of dropout regularization and activation functions.
UniLibPlus – University Library Management System
A Flask-based web application for managing a university library system, including patrons and book catalogs, backed by a MySQL database.
ParaFrame – Parallel Agent Framework for Long-Video QA
A parallel agent-based framework for efficient long-video question answering built on a Mixture-of-Experts (MoE) architecture.
ARGuard – Circuit-Breaker Defense for AR Models
A circuit-breaker-powered safety framework for Infinity AR models, combining harmfulness probing, red-team prompt generation, and gated image synthesis.