srtk88's repositories
Machine-learning-algorithms-for-detecting-network-attacks-with-UNSW-NB15-data-set
Due to the increasingly development of network technology recently, there are various cyber-attacks posed the huge threats to different fields around the world. Many studies and researches about cyber-security are carried out by experts in order to construct a safe network environment for people. The aim of the work is to build the detection models for classifying the attack data. Hence, we applied the UNSW-NB15 network data set which combines both normal and modern low-level attacks because we would like to create the experimental scenario close to the real world. Two classifiers are logistic regression and decision tree model for binary classification in the work. The deployed technique for decision tree achieved the highest result with 99.99% of testing accuracy compare to the 78.15% of logistic regression classifier. On the other hand, the KNN model is used for categorizing the multi-class in the project, and the averaged accuracy for testing is around 23% for ten categories classification.
Food-Sharing-Website
Developed a robust web-based software solution which includes functionalities to allow geographically close people to advertise their unwanted food, and for other people to search and find specific items and arrange a collection time and location
Hotel-reservation-system
Sunny Beach hotel offers a number of facilities to guests. The owner of the hotel would like a new website. The website should provide a number of functionalities to guests and managers. For example, guests should be able to register, search for available rooms and make reservations for a specific period of time. Guests should also be able to sign in to their account and check their current and previous reservations. In addition to those functionalities for guests, managers should be able to sign in to their account, view reserved rooms by guests, search for available rooms, retrieve a guest’s details, and modify the details of guests and rooms.
Simple-Distribution-System-with-TCP-UDP-Server
Using JAVA to implement a distributed system enabling a client to contact the server, maintain stream-based communication sending and receiving appropriate responses
Digital-image
Use Java OpenCV to read image, access image pixels, and write image with mathematical morphology such as erosion, dilation, opening and closing