Anomaly and intrusion detection using deep learning for software-defined networks: A survey

VG da Silva Ruffo, DMB Lent, M Komarchesqui… - Expert Systems with …, 2024 - Elsevier
Abstract Software-Defined Networks (SDN) represent an adaptable paradigm for dealing
with network users' dynamic demands. Confidentiality, integrity, and availability are …

Security Control and Data Planes of SDN: A Comprehensive Review of Traditional, AI and MTD Approaches to Security Solutions

AH Abdi, L Audah, A Salh, MA Alhartomi… - IEEE …, 2024 - ieeexplore.ieee.org
Software-Defined Networking (SDN) is a groundbreaking technology that has transformed
network management significantly. By integrating data and control, SDN offers unparalleled …

A Systematic Literature Review on Cyber Attack Detection in Software-Define Networking (SDN)

DS Ahmed, AA Abdulhameed… - Mesopotamian …, 2024 - journals.mesopotamian.press
The increasing complexity and sophistication of cyberattacks pose significant challenges to
traditional network security tools. Software-defined networking (SDN) has emerged as a …

Poisoning the well: Adversarial poisoning on ML-based software-defined network intrusion detection systems

T Das, RM Shukla, S Sengupta - IEEE Transactions on Network …, 2024 - ieeexplore.ieee.org
With the usage of Machine Learning (ML) algorithms in modern-day Network Intrusion
Detection Systems (NIDS), contemporary network communications are efficiently protected …

Enhancing cybersecurity via attribute reduction with deep learning model for false data injection attack recognition

FAF Alrslani, MA Alohali, M Aljebreen, H Alqahtani… - Scientific Reports, 2025 - nature.com
Cyberattacks have given rise to several phenomena and have raised concerns among users
and power system operators. When they are built to bypass state estimation bad data …

ERT-EDR: Online defense framework for TCP-targeted LDoS attacks in SDN

B Liu, D Tang, J Chen, W Liang, Y Liu… - Expert Systems with …, 2024 - Elsevier
Low-rate denial of service (LDoS) attacks are a variant of denial of service (DoS) attacks that
render target services unreachable for legitimate users at a lower cost. Unlike legacy …

DDPG-SDPCR: A DDPG-based Software Defined Perimeter Components Redeployment

Z Zhang, Q Ren, J Lu, Y Hu, H Chen - KSII Transactions on Internet …, 2024 - koreascience.kr
In wide area SDP networks, the failure of SDP components caused by malicious attacks will
be accompanied by different deployment locations, profoundly affecting network service …

Advances in the Security of SDNs: Exploration of Recent ML-Based Approaches

I Mellal, AA Wakrime, K Boukir - … on Smart Applications and Data Analysis, 2024 - Springer
In contrast to conventional networks, Software-Defined Networking has revolutionized
network control by separating data and control layers, introducing a dynamic and …

Integrasi Deep Packet Inspection dengan Intrusion Detection System (IDS) untuk Identifikasi Serangan DDoS dalam Jaringan Skala Besar

AR Syujak, K Diantoro, A Soderi… - Jurnal Minfo …, 2024 - jurnal.polgan.ac.id
Perkembangan teknologi jaringan yang pesat menghadirkan tantangan baru dalam
keamanan siber, terutama dalam mendeteksi dan mencegah serangan Distributed Denial of …

[PDF][PDF] ОЦІНКА ВПЛИВУ АТАК В ПРОГРАМНО-КЕРОВАНИХ МЕРЕЖАХ

МО Алєксєєв, ВВ Сінько… - ВЧЕНІ …, 2024 - tech.vernadskyjournals.in.ua
Зростаюча складність кіберзагроз та постійні зміни технологій вимагають подальшого
розвитку і вдосконалення інформаційної безпеки програмно-керованої мережі. Тому …