Deep learning and big data technologies for IoT security

MA Amanullah, RAA Habeeb, FH Nasaruddin… - Computer …, 2020 - Elsevier
Technology has become inevitable in human life, especially the growth of Internet of Things
(IoT), which enables communication and interaction with various devices. However, IoT has …

A comprehensive review of vulnerabilities and AI-enabled defense against DDoS attacks for securing cloud services

S Kumar, M Dwivedi, M Kumar, SS Gill - Computer Science Review, 2024 - Elsevier
The advent of cloud computing has made a global impact by providing on-demand services,
elasticity, scalability, and flexibility, hence delivering cost-effective resources to end users in …

Distributed denial of service attacks and its defenses in IoT: a survey

MM Salim, S Rathore, JH Park - The Journal of Supercomputing, 2020 - Springer
A distributed denial of service (DDoS) attack is an attempt to partially or completely shut
down the targeted server with a flood of internet traffic. The primary aim of this attack is to …

Distributed denial of service (DDoS) resilience in cloud: Review and conceptual cloud DDoS mitigation framework

O Osanaiye, KKR Choo, M Dlodlo - Journal of Network and Computer …, 2016 - Elsevier
Despite the increasing popularity of cloud services, ensuring the security and availability of
data, resources and services remains an ongoing research challenge. Distributed denial of …

DDoS attacks at the application layer: Challenges and research perspectives for safeguarding web applications

A Praseed, PS Thilagam - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
Distributed denial of service (DDoS) attacks are some of the most devastating attacks
against Web applications. A large number of these attacks aim to exhaust the network …

Low-rate DDoS attack detection based on factorization machine in software defined network

W Zhijun, X Qing, W **gjie, Y Meng, L Liang - IEEE Access, 2020 - ieeexplore.ieee.org
As the Software Define Network (SDN) adopts centralized control logic, it is vulnerable to
various types of Distributed Denial of Service (DDoS) attacks. At present, almost all the …

Application layer denial-of-service attacks and defense mechanisms: a survey

N Tripathi, N Hubballi - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Application layer Denial-of-Service (DoS) attacks are generated by exploiting vulnerabilities
of the protocol implementation or its design. Unlike volumetric DoS attacks, these are …

A taxonomy of DDoS attack mitigation approaches featured by SDN technologies in IoT scenarios

FS Dantas Silva, E Silva, EP Neto, M Lemos… - Sensors, 2020 - mdpi.com
The Internet of Things (IoT) has attracted much attention from the Information and
Communication Technology (ICT) community in recent years. One of the main reasons for …

Analysis and detection of DDoS attacks on cloud computing environment using machine learning techniques

AR Wani, QP Rana, U Saxena… - 2019 Amity International …, 2019 - ieeexplore.ieee.org
The primary benefit of the cloud is that it elastically scales to meet variable demand and it
provides the environment which scales up and scales down instantly according to the …

DDoS attack detection in IoT-based networks using machine learning models: a survey and research directions

AA Alahmadi, M Aljabri, F Alhaidari, DJ Alharthi… - Electronics, 2023 - mdpi.com
With the emergence of technology, the usage of IoT (Internet of Things) devices is said to be
increasing in people's lives. Such devices can benefit the average individual, who does not …