Institute of Technology Management

Optimizing information retrieval tasks with large language model for data enhancement

Abstract The data science and artificial intelligence, optimizing information retrieval tasks has become crucial for extracting actionable insights from vast amounts of data. The problem is the need for precise query formulation to retrieve relevant data effectively, as LLMs can...

Enhancing botnet attack detection using a hybrid deep learning model combining network flow and DNS query features with explainable AI for cybersecurity

Abstract The growing dependency on the Internet and the expanding demand for connectivity have led to an increasing threat of botnet-based cyberattacks. Botnets are networks of infected devices managed by a botmaster. The botnets can launch distributed denial of service (DDoS) at...