A survey on Zero touch network and Service Management (ZSM) for 5G and beyond networks

Asynchronous Time-Sensitive Networking for 5G Backhauling

(2021) Jonathan Prados-Garzon et al.   IEEE NETWORK

AI-Based Resource Management in Beyond 5G Cloud Native Environment

(2021) Abderrahmane Boudi et al.   IEEE NETWORK

Adversarial Learning Targeting Deep Neural Network Classification: A Comprehensive Review of Defenses Against Attacks

(2020) David J. Miller et al.   PROCEEDINGS OF THE IEEE

Adversarial Attacks and Defenses in Deep Learning

(2020) Kui Ren et al.   Engineering

A Survey of Network Virtualization Techniques for Internet of Things Using SDN and NFV

(2020) Iqbal Alam et al.   ACM COMPUTING SURVEYS

A Flexible Machine-Learning-Aware Architecture for Future WLANs

(2020) Francesc Wilhelmi et al.   IEEE COMMUNICATIONS MAGAZINE

AI-Driven Zero Touch Network and Service Management in 5G and Beyond: Challenges and Research Directions

(2020) Chafika Benzaid et al.   IEEE NETWORK

The Road beyond 5G: A Vision and Insight of the Key Technologies

(2020) Konstantinos Samdanis et al.   IEEE NETWORK

Intent-Based End-to-End Network Service Orchestration System for Multi-Platforms

(2020) Adeel Rafiq et al.   Sustainability

Analyzing Data Granularity Levels for Insider Threat Detection Using Machine Learning

(2020) Duc C. Le et al.   IEEE Transactions on Network and Service Management

Green communication in IoT networks using a hybrid optimization algorithm

(2020) Praveen Kumar Reddy Maddikunta et al.   COMPUTER COMMUNICATIONS

Network Slicing Meets Artificial Intelligence: An AI-Based Framework for Slice Management

(2020) Dario Bega et al.   IEEE COMMUNICATIONS MAGAZINE

ZSM Security: Threat Surface and Best Practices

(2020) Chafika Benzaid et al.   IEEE NETWORK

Service Function Chaining in 5G & Beyond Networks: Challenges and Open Research Issues

(2020) Hajar Hantouti et al.   IEEE NETWORK

Resilient Model Predictive Control of Cyber–Physical Systems Under DoS Attacks

(2020) Qi Sun et al.   IEEE Transactions on Industrial Informatics

Secure Estimation Under Causative Attacks

(2020) Saurabh Sihag et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Adversarial attack on DL-based massive MIMO CSI feedback

(2020) Qing Liu et al.   JOURNAL OF COMMUNICATIONS AND NETWORKS

Semantic-Aware Security Orchestration in SDN/NFV-Enabled IoT Systems

(2020) Alejandro Molina Zarca et al.   SENSORS

Deep Learning at the Mobile Edge: Opportunities for 5G Networks

(2020) Miranda McClellan et al.   Applied Sciences-Basel

End-to-End Performance-Based Autonomous VNF Placement With Adopted Reinforcement Learning

(2020) Monchai Bunyakitanon et al.   IEEE Transactions on Cognitive Communications and Networking

CellOS: Zero-touch Softwarized Open Cellular Networks

(2020) Leonardo Bonati et al.   Computer Networks

Towards artificial intelligence enabled 6G: State of the art, challenges, and opportunities

(2020) Shunliang Zhang et al.   Computer Networks

Survey on blockchain based smart contracts: Applications, opportunities and challenges

(2020) Tharaka Hewa et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A Novel Autonomous Profiling Method for the Next-Generation NFV Orchestrators

(2020) Shadi Moazzeni et al.   IEEE Transactions on Network and Service Management

QoS and Resource-Aware Security Orchestration and Life Cycle Management

(2020) Miloud Bagaa et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Empowering Extreme Automation via Zero-Touch Operations and GPU Parallelization

(2019) Jinan Fiaidhi et al.   IT Professional

Adaptable and Data-Driven Softwarized Networks: Review, Opportunities, and Challenges

(2019) Wolfgang Kellerer et al.   PROCEEDINGS OF THE IEEE

Human-level performance in 3D multiplayer games with population-based reinforcement learning

(2019) Max Jaderberg et al.   SCIENCE

Harris hawks optimization: Algorithm and applications

(2019) Ali Asghar Heidari et al.   Future Generation Computer Systems-The International Journal of eScience

6G Wireless Networks: Vision, Requirements, Architecture, and Key Technologies

(2019) Zhengquan Zhang et al.   IEEE Vehicular Technology Magazine

DIAVA: A Traffic-Based Framework for Detection of SQL Injection Attacks and Vulnerability Analysis of Leaked Data

(2019) Haifeng Gu et al.   IEEE TRANSACTIONS ON RELIABILITY

Enhancing Security Management at Software-Defined Exchange Points

(2019) Himal Kumar et al.   IEEE Transactions on Network and Service Management

Authentic Caller: Self-Enforcing Authentication in a Next-Generation Network

(2019) Muhammad Ajmal Azad et al.   IEEE Transactions on Industrial Informatics

Neural-Network-Based Adaptive Resilient Dynamic Surface Control Against Unknown Deception Attacks of Uncertain Nonlinear Time-Delay Cyberphysical Systems

(2019) Sung Jin Yoo   IEEE Transactions on Neural Networks and Learning Systems

Network Slicing & Softwarization: A Survey on Principles, Enabling Technologies & Solutions

(2018) Ibrahim Afolabi et al.   IEEE Communications Surveys and Tutorials

Network Resource Allocation System for QoE-Aware Delivery of Media Services in 5G Networks

(2018) Angel Martin et al.   IEEE TRANSACTIONS ON BROADCASTING

Learning Radio Resource Management in RANs: Framework, Opportunities, and Challenges

(2018) Francesco Davide Calabrese et al.   IEEE COMMUNICATIONS MAGAZINE

Improving Traffic Forecasting for 5G Core Network Scalability: A Machine Learning Approach

(2018) Imad Alawe et al.   IEEE NETWORK

Machine Learning Aided Context-Aware Self-Healing Management for Ultra Dense Networks With QoS Provisions

(2018) Meng Qin et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Network Slicing in 5G: Survey and Challenges

(2017) Xenofon Foukas et al.   IEEE COMMUNICATIONS MAGAZINE

State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow’s Intelligent Network Traffic Control Systems

(2017) Zubair Md. Fadlullah et al.   IEEE Communications Surveys and Tutorials

Wireless Communication for Factory Automation: an opportunity for LTE and 5G systems

(2016) Bernd Holfeld et al.   IEEE COMMUNICATIONS MAGAZINE

Network Function Virtualization: State-of-the-Art and Research Challenges

(2016) Rashid Mijumbi et al.   IEEE Communications Surveys and Tutorials

Resource Allocation in NFV: A Comprehensive Survey

(2016) Juliver Gil Herrera et al.   IEEE Transactions on Network and Service Management

Resource Allocation in NFV: A Comprehensive Survey

(2016) Juliver Gil Herrera et al.   IEEE Transactions on Network and Service Management

Software-Defined Networking: A Comprehensive Survey

(2015) Diego Kreutz et al.   PROCEEDINGS OF THE IEEE

Scenarios for 5G mobile and wireless communications: the vision of the METIS project

(2014) Afif Osseiran et al.   IEEE COMMUNICATIONS MAGAZINE

Unifying Management of Future Networks With Trust

(2012) Laurent Ciavaglia et al.   BELL LABS TECHNICAL JOURNAL

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING