MACHINE LEARNING

DDOS Attack Detection using Machine Learning-3 | Computer Science Major Project Ideas

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Intrusion Detection System using Machine Learning Exploratory data analysis was performed to understand the distribution of the label, protocol, service, duration and other features. This provided insights like common attacks and frequently used protocols/services. Bivariate analysis identified relationships between variables like associations between protocols and attack classes. The data was pre-processed by encoding categorical variables […]

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DDOS Attack Detection using Machine Learning-2 | IEEE Projects for Computer Science 2024

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DDoS Attacks Classification by Machine learning Network intrusion detection is critical for protecting systems against cyber threats. This report presents a machine learning approach for classifying network traffic as normal or attack types using the NSL-KDD dataset. The data contains records of simulated network connections with 43 features and labels for normal or 24 attack

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DDOS Attack Detection using Machine Learning | Intrusion Detection System using Machine Learning

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Intrusion Detection System in Cyber Security Network intrusion detection is critical for protecting systems against cyber threats. This report presents a machine learning approach for classifying network traffic as normal or attack types using the NSL-KDD dataset. The data contains records of simulated network connections with 43 features and labels for normal or 24 attack

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Person Detection using OpenCV Python | Smoke Detection System using Machine Learning

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Desmoking and Person Detection using Machine Learning, In this video we will show project that will detect person along with desmoke that particular image. User can upload any image, video or it works on real time basis. Desmoking and Person Detection using Image Processing Software Requirements :- Hardware Requirement:- ☎️ Contact Us For More Queries:-

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Deepfake Image Detection using Deep Learning | Python Projects for Final Year Students

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Fake Image Classification using Image Processing Making a deepfake image sorter with Python is like creating a pretend brain for pictures. We use Python tools like TensorFlow or PyTorch to make a simple thinking pattern. First, we make up a bunch of fake pictures showing different things. Then, we teach our pretend brain by showing

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Deepfake Detection using Machine Learning | Computer Science Projects 2025

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How to detect Deepfake Image using Image Processing Deepfake Detection System is designed to address the growing challenge of detecting AI-manipulated video content, commonly known as deepfakes. With the increasing prevalence of deepfakes in media, this system provides a reliable solution for ensuring the authenticity of videos and images. The detection process begins by extracting

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Sign Language to Text Conversion using Machine Learning | Audio to Text Converter using Python

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Conversion of Sign Language to Text and Speech using Machine Learning Techniques There are 1.5 billion people according to WHO (World Health Organization) who live with hearing loss so to address their ‘disabling’ hearing loss. The American Sign Language(ASL) is most popular languages used by deaf people to communicate with each other. There is constant

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Dance Mudra Recognition using Deep Learning | Engineering Projects for CSE Students

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Dance Mudra Recognition from Hand Gesture using machine learning, In this project user have to provide input image and model will detect the hand mudra sign. Recognizing and Extracting of hand mudra is complicated and challenging task in computer vision. This post proposes the classification of Indian classical dance actions using Machine Learning Tool: convolutional

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Detection of Phishing Websites Using Machine Learning | Python Final Year IEEE Project 2024

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Phishing Attack Detection enhances cybersecurity by employing neural networks to identify and mitigate phishing threats. This application analyzes email content, URLs, and user behavior to recognize patterns indicative of phishing attempts. The neural networks’ ability to adapt to evolving phishing techniques ensures proactive detection and protection against fraudulent activities. This innovative approach contributes to safeguarding

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Cyberbullying Detection using Machine Learning | Computer Science Projects for Final Year Students

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Hate Speech Detection using Machine Learning Cyberbullying is a type of harassment that take place in online mode that is in troubling and unsettling. In social media cyberbullying is a common and people end up with mental breakdown state. Automated detection of cyberbullying message on majority of social media platforms is necessary with the use

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