A Survey on Graph Neural Networks for Intrusion Detection Systems: Methods, Trends and Challenges

M Zhong, M Lin, C Zhang, Z Xu - Computers & Security, 2024 - Elsevier
Intrusion detection systems (IDS) play a crucial role in maintaining network security. With the
increasing sophistication of cyber attack methods, traditional detection approaches are …

HARNESSING AI FOR EVOLVING THREATS: FROM DETECTION TO AUTOMATED RESPONSE

SDP Rao - 2024 - philpapers.org
The landscape of cybersecurity is constantly evolving, with adversaries becoming
increasingly sophisticated and persistent. This manuscript explores the utilization of artificial …

SOLVING CLOUD VULNERABILITIES: ARCHITECTING AIPOWERED CYBERSECURITY SOLUTIONS FOR ENHANCED PROTECTION

SDP Rao - 2024 - philpapers.org
The rapid adoption of cloud computing has revolutionized the way organizations operate,
offering unparalleled flexibility, scalability, and efficiency. However, it also introduces a new …

Machine learning solutions for mobile internet of things security: A literature review and research agenda

H Messabih, CA Kerrache… - Transactions on …, 2024 - Wiley Online Library
In recent years, the advancements in wireless technologies and sensor networks have
promoted the Mobile Internet of Things (MIoT) paradigm. However, the unique …

OPTIMIZING DATA SCIENCE WORKFLOWS IN CLOUD COMPUTING

TC Kanth - 2024 - philpapers.org
This paper explores the challenges and innovations in optimizing data science workflows
within cloud computing environments. It begins by highlighting the critical role of data …

CONTEMPORARY DEVOPS STRATEGIES FOR AUGMENTING SCALABLE AND RESILIENT APPLICATION DEPLOYMENT ACROSS MULTI-CLOUD …

TC Kanth - 2023 - philarchive.org
Containerization in a multi-cloud environment facilitates workload portability and optimized
resource uti-lization. Containerization in multi-cloud environments has received significant …

EXPLORING SERVER-LESS COMPUTING FOR EFFICIENT RESOURCE MANAGEMENT IN CLOUD ARCHITECTURES

TC Kanth - 2023 - philarchive.org
Server-less computing, also known as Function as a Service (FaaS), revolutionizes cloud
architecture by allowing developers to focus on code and functionality without managing …

EFFICIENT STRATEGIES FOR SEAMLESS CLOUD MIGRATIONS USING ADVANCED DEPLOYMENT AUTOMATIONS

TC Kanth - 2023 - philarchive.org
The increasing complexity and scale of modern computing needs have led to the
development and adoption of cloud computing as a ubiquitous paradigm for data storage …

SVM-Enhanced Intrusion Detection System for Effective Cyber Attack Identification and Mitigation

MA Selvan - 2024 - philpapers.org
The ever-evolving landscape of cyber threats necessitates robust and adaptable intrusion
detection systems (IDS) capable of identifying both known and emerging attacks. Traditional …

IoT-Integrated Smart Home Technologies with Augmented Reality for Improved User Experience

MA Selvan - 2024 - philpapers.org
The paper also discusses the technical architecture, including the network protocols, data
management strategies, and user interface design considerations necessary to implement …