Abstract: Due to its cost-effectiveness, email has become the primary method of commercial and general communication. These emails can be accessed by everyone quickly with an internet connection. For ...

Spam is annoying and can sometimes be dangerous if it's part of a widespread phishing attack. When you see spam, you delete it, at least that's what conventional wisdom suggests. However, it now seems ...

Scammers are now using “SMS blasters” to send out up to 100,000 texts per hour to phones that are tricked into thinking the devices are cell towers. Your wireless carrier is powerless to stop them.

This project classifies SMS messages as spam or ham using a PyTorch logistic regression model with a bag-of-words representation, including train/validation/test split, performance evaluation ...

JSON Prompting is a technique for structuring instructions to AI models using the JavaScript Object Notation (JSON) format, making prompts clear, explicit, and machine-readable. Unlike traditional ...

This project implements a machine learning model to classify SMS messages as "spam" or "ham" (not spam) using Decision Trees and TF-IDF vectorization. CS_Project_II/ ├── dataset/ │ └── spam.csv # SMS ...

1 College of Electronic Information Engineering, Inner Mongolia University, Hohhot, China. 2 Inner Mongolia State Key Laboratory of Reproductive Regulation and Breeding of Grassland Livestock, Hohhot, ...