IEEE

A Comparative Analysis of Deep Neural Network Models for Deepfake Image Detection Generated using AI

Abstract: Deepfake consists of two words - “deep” and “fake,” where deep refers to the deep neural network and fake indicates the manipulation of data. The gradual increase in usage of AI-generated ...
IEEE

Effective Intrusion Detection in Imbalanced Network Traffic using XGBoost and LightGBM

Abstract: With the continuous evolution of network attack methods, traditional Intrusion Detection Systems (IDS) face increasing challenges. To improve the accuracy and responsiveness of IDS, this ...