Browsing by Subject "Intrusion Detection System"
Now showing items 1-4 of 4
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A Hybrid Machine Learning Intrusion Detection System Framework with Integrated Server and Client Models for Wireless Sensor Networks
(2024-04-15)Federated Learning (FL) has emerged as a novel distributed Machine Learning (ML) approach to tackle the challenges associated with data privacy and overload in ML-based intrusion detection systems (IDSs). Drawing inspiration ... -
A Machine Learning Framework for Host Based Intrusion Detection using System Call Abstraction
(2020-04-13)The number of cyber threats is increasing faster than the number of defensive strategies deployed to tackle those threats. An automated Intrusion Detection System (IDS) has the capability to detect, classify, and predict ... -
Sophon IDS: Mitigating the Effectiveness of GAN-based Attacks via Tailored Misinformation
(2023-08-29)In the realm of safeguarding real networks against malicious activities, Intrusion Detection System (IDS) assumes a critical role. Despite the advancements brought about by machine learning and deep learning in enhancing ... -
SPECIFICATION-BASED INTRUSION DETECTION SYSTEM FOR 802.11 NETWORKS USING INCREMENTAL DECISION TREE CLASSIFIER
(2018-04-06)The objective of this thesis is to present a specification-based IDS technique, named as Normalized information gain and Tie Breaking Threshold-based Decision Tree (N-TBTDT) that utilizes various data mining techniques to ...