International Journal of Scientific Research and Engineering Development

With the increasing number of accounts, security threats are increasing significantly in the past decades. Different types of attacks possess different types of threats to accounts and passwords. This paper reviews the detection of password-based attacks on different networks and various parameters on the detection probability and types of attacks in password-based systems. we created a confusion matrix of positive and negative detection. Efforts are made to restrict the crime however intruders are also have been advanced in strategizing.

Michael Osei Boateng, Dr.Tathagata Bhattacharya, Jaya Sai Manindhar Allam,"Detection of Password-Based Attacks Using Machine Learning Techniques" International Journal of Scientific Research and Engineering Development, V9(3): Page(1675-1684) May-June 2026. ISSN: 2581-7175. www.ijsred.com. Published by Scientific and Academic Research Publishing.