Paper Key : IRJ************125
Author: Kalyani Bhalchandra Dudhane,Pranjali S. Gade
Date Published: 06 Apr 2024
Abstract
Machine learning is becoming really important in many areas, including cybersecurity. In cybersecurity, it's used for things like analyzing malware, spotting new kinds of attacks, and detecting unusual activity that could be a sign of a security breach. Traditional methods, like looking for specific signatures of known threats, aren't always effective, especially against new or modified attacks. That's why researchers are using machine learning to develop more advanced ways to detect and respond to cyber threats. This review explores how machine learning is used in cybersecurity and also talks about some ways attackers try to trick machine learning systems to make them less reliable.
DOI LINK : 10.56726/IRJMETS51905 https://www.doi.org/10.56726/IRJMETS51905