The work develops a network threat detection system, AI@ NTDS, that uses the behavioral
features of attackers and intelligent techniques. The proposed AI@ NTDS system combines …

Honeypots are a proactive mechanism to lure attackers into a pretentious setup. Until
recently, honeypots have been applauded for discovering new attacks, attacker behavior …

Secure Socket Shell (SSH) allows users to connect and access the system remotely through
a publicly exposed interface. These systems often become the target of attacks where an …

Python is a concise language which can be used to build lightweight tools or dynamic object-
orientated applications. The various attributes of Python have made it attractive to numerous …

The remote control is widely used for its convenience and its support of resource sharing.
However, it can be exploited by hackers. This work aims to prevent remote network threats …

In this paper, we present a critical review of machine learning classifiers applied to honeynet
logs. A honeypot is a deceptive technology used to study adversary behavior during …

論文抄録 **年, IoT マルウェアの増加が深刻な脅威になっている. この脅威に対して機械学習を
活用した IoT マルウェア検知の研究が多くなされている. しかし, 機械学習システムには …

The objective of this thesis is to identify malicious SSH (Secure Shell) activities using
honeypot traffic. The malicious activities are identified using Machine Learning algorithms …