Next-Generation Protection: Leveraging Federated Learning and Blockchain for Intrusion Detection in Smart Vehicle Network

JA Malik - Power System Technology, 2024 - powertechjournal.com
Smart Car's era ushers in new challenges, some of which are in the field of information
security such as wise cyber-attack prevention. Traditional IDS systems would lose …

Integration of Machine Learning Techniques for Intelligent Network Attack Detection

A Kumar, I Sharma, K Kaushik… - 2023 10th IEEE Uttar …, 2023 - ieeexplore.ieee.org
This study compares the effectiveness of logistic regression and linear discriminant analysis
classifiers to assess the application of machine learning techniques for identifying network …

Prediction of Probability of Server Intrusion Using Machine Learning Techniques

A Kumar, I Sharma - 2023 2nd International Conference on …, 2023 - ieeexplore.ieee.org
This research paper offers a comprehensive examination of the phenomenon of hostile
server incursions in the field of cybersecurity. Given the increasing frequency and complexity …

NPC: Network Packet Classification Using Machine Learning Methodologies for Preventing Cyberattacks

A Kumar, I Sharma - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
In modern networking, one of the most important tasks is network packet classification. This
is done to ensure effective information routing, quality of service, and enforcement of …

Detection of Smartphone Permissioned Security Breaches using Machine Learning Techniques

A Kumar, I Sharma - 2023 World Conference on …, 2023 - ieeexplore.ieee.org
Attackers may target cell phones by taking advantage of the rights given to installed
applications. Users frequently have to provide application permission when they download …