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A comprehensive survey on DDoS attacks on various intelligent systems and it's defense techniques

https://doi.org/10.1002/int.23048
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-22277-2_16openalex-snapshot
Cooperative Mechanisms for Defending Distributed Denial of Service (DDoS) Attacks
inferredcites →https://doi.org/10.1007/978-3-030-85428-7_11openalex-snapshot
DDoS Attack Detection in Vehicular Ad-Hoc Network (VANET) for 5G Networks
inferredcites →https://doi.org/10.1007/978-81-322-2638-3_59openalex-snapshot
Stepping Stone Detection Techniques: Classification and State-of-the-Art
inferredcites →https://doi.org/10.1007/978-981-10-5780-9_27openalex-snapshot
Super-Router: A Collaborative Filtering Technique Against DDoS Attacks
inferredcites →https://doi.org/10.1007/s00521-021-06389-6openalex-snapshot
A statistical approach to secure health care services from DDoS attacks during COVID-19 pandemic
inferredcites →https://doi.org/10.1007/s10586-017-1187-7openalex-snapshot
Enhanced intrusion detection and prevention system on cloud environment using hybrid classification and OTS generation
inferredcites →https://doi.org/10.1007/s10586-017-1559-zopenalex-snapshot
An optimized service broker routing policy based on differential evolution algorithm in fog/cloud environment
inferredcites →https://doi.org/10.1007/s10586-020-03082-6openalex-snapshot
FCM–SVM based intrusion detection system for cloud computing environment
inferredcites →https://doi.org/10.1007/s11036-020-01665-6openalex-snapshot
A QoS Ensuring Two-Layered Multi-Attribute Auction Mechanism to Mitigate DDoS Attack
inferredcites →https://doi.org/10.1007/s11235-020-00747-wopenalex-snapshot
Defense mechanisms against DDoS attack based on entropy in SDN-cloud using POX controller
inferredcites →https://doi.org/10.1016/j.comcom.2019.09.014openalex-snapshot
VARMAN: Multi-plane security framework for software defined networks
inferredcites →https://doi.org/10.1016/j.comnet.2016.08.023openalex-snapshot
A distributed filtering mechanism against DDoS attacks: ScoreForCore
inferredcites →https://doi.org/10.1016/j.future.2020.11.027openalex-snapshot
A reputation score policy and Bayesian game theory based incentivized mechanism for DDoS attacks mitigation and cyber defense
inferredcites →https://doi.org/10.1016/j.jksuci.2018.05.013openalex-snapshot
Light weight approach for secure backbone construction for MANETs
inferredcites →https://doi.org/10.1016/j.jksuci.2019.04.010openalex-snapshot
A deep learning based intelligent framework to mitigate DDoS attack in fog environment
inferredcites →https://doi.org/10.1016/j.jnca.2020.102662openalex-snapshot
Detecting Internet of Things attacks using distributed deep learning
inferredcites →https://doi.org/10.1016/j.jpdc.2021.03.011openalex-snapshot
Secure blockchain enabled Cyber–physical systems in healthcare using deep belief network with ResNet model
inferredcites →https://doi.org/10.1016/j.techfore.2022.121554openalex-snapshot
A novel approach for DDoS attacks detection in COVID-19 scenario for small entrepreneurs
inferredcites →https://doi.org/10.1080/17517575.2019.1644673openalex-snapshot
DNS rule-based schema to botnet detection
inferredcites →https://doi.org/10.1080/17517575.2019.1700553openalex-snapshot
A PBNM and economic incentive-based defensive mechanism against DDoS attacks
inferredcites →https://doi.org/10.1109/6294.869381openalex-snapshot
Defeating distributed denial of service attacks
inferredcites →https://doi.org/10.1109/access.2019.2896783openalex-snapshot
Efficient Distributed Denial-of-Service Attack Defense in SDN-Based Cloud
inferredcites →https://doi.org/10.1109/aicai.2019.8701238openalex-snapshot
Analysis and Detection of DDoS Attacks on Cloud Computing Environment using Machine Learning Techniques
inferredcites →https://doi.org/10.1109/cloudtech.2017.8284731openalex-snapshot
DDoS attack detection using machine learning techniques in cloud computing environments
inferredcites →https://doi.org/10.1109/compcomm.2017.8322748openalex-snapshot
DDoS detection and prevention based on artificial intelligence techniques
inferredcites →https://doi.org/10.1109/cscloud.2017.58openalex-snapshot
Machine Learning Based DDoS Attack Detection from Source Side in Cloud
inferredcites →https://doi.org/10.1109/discex.2000.821514openalex-snapshot
Buffer overflows: attacks and defenses for the vulnerability of the decade
inferredcites →https://doi.org/10.1109/eisic.2011.15openalex-snapshot
A Comparative Study of Distributed Denial of Service Attacks, Intrusion Tolerance and Mitigation Techniques
inferredcites →https://doi.org/10.1109/gcce53005.2021.9622091openalex-snapshot
A Big Data and Deep Learning based Approach for DDoS Detection in Cloud Computing Environment
inferredcites →https://doi.org/10.1109/icce50685.2021.9427648openalex-snapshot
Fog Layer-based DDoS attack Detection Approach for Internet-of-Things (IoTs) devices
inferredcites →https://doi.org/10.1109/icce50685.2021.9427665openalex-snapshot
Classification Based Machine Learning for Detection of DDoS attack in Cloud Computing
inferredcites →https://doi.org/10.1109/icce50685.2021.9427773openalex-snapshot
Mitigating Botnet based DDoS Attacks by Selecting Incentivized Cooperating ISPs for Risk Transfer
inferredcites →https://doi.org/10.1109/icce53296.2022.9730173openalex-snapshot
Identity-Based Authentication Technique for IoT Devices
inferredcites →https://doi.org/10.1109/iccworkshops50388.2021.9473886openalex-snapshot
Filtering of Distributed Denial of Services (DDoS) Attacks in Cloud Computing Environment
inferredcites →https://doi.org/10.1109/icimp.2007.42openalex-snapshot
Smurf-based Distributed Denial of Service (DDoS) Attack Amplification in Internet
inferredcites →https://doi.org/10.1109/isdfs55398.2022.9800786openalex-snapshot
IoT DDoS Traffic Detection Using Adaptive Heuristics Assisted With Machine Learning
inferredcites →https://doi.org/10.1109/jiot.2020.2973176openalex-snapshot
Learning-Driven Detection and Mitigation of DDoS Attack in IoT via SDN-Cloud Architecture
inferredcites →https://doi.org/10.1109/jiot.2021.3081626openalex-snapshot
Multiagent Federated Reinforcement Learning for Secure Incentive Mechanism in Intelligent Cyber–Physical Systems
inferredcites →https://doi.org/10.1109/jiot.2021.3090909openalex-snapshot
Boosting-Based DDoS Detection in Internet of Things Systems
inferredcites →https://doi.org/10.1109/jsac.2003.818807openalex-snapshot
SOS: An Architecture for Mitigating DDoS Attacks
inferredcites →https://doi.org/10.1109/menacomm50742.2021.9678279openalex-snapshot
Attack-Specific Feature Selection for Anomaly Detection in Software-Defined Networks
inferredcites →https://doi.org/10.1109/netsoft51509.2021.9492558openalex-snapshot
DDoS Attack Detection and Mitigation in SDN using Machine Learning
inferredcites →https://doi.org/10.1109/rteict.2017.8256833openalex-snapshot
Entropy-score: A method to detect DDoS attack and flash crowd
inferredcites →https://doi.org/10.1109/tits.2021.3106825openalex-snapshot
A Fine-Grained Access Control and Security Approach for Intelligent Vehicular Transport in 6G Communication System
inferredcites →https://doi.org/10.1109/tnet.2004.842221openalex-snapshot
Defending against distributed denial-of-service attacks with max-min fair server-centric router throttles
inferredcites →https://doi.org/10.1109/tnsm.2019.2929425openalex-snapshot
DDoS Detection System: Using a Set of Classification Algorithms Controlled by Fuzzy Logic System in Apache Spark
inferredcites →https://doi.org/10.1109/tsc.2017.2694426openalex-snapshot
Optimal Load Distribution for the Detection of VM-Based DDoS Attacks in the Cloud
inferredcites →https://doi.org/10.1145/1897852.1897869openalex-snapshot
National internet defense---small states on the skirmish line
inferredcites →https://doi.org/10.1145/253769.253802openalex-snapshot
Internet security
inferredcites →https://doi.org/10.1145/2742854.2745719openalex-snapshot
PHP-sensor
inferredcites →https://doi.org/10.1145/3426972openalex-snapshot
InFeMo: Flexible Big Data Management Through a Federated Cloud System
inferredcites →https://doi.org/10.1145/948109.948116openalex-snapshot
Hop-count filtering
inferredcites →https://doi.org/10.1145/997150.997156openalex-snapshot
A taxonomy of DDoS attack and DDoS defense mechanisms
inferredcites →https://doi.org/10.11591/ijece.v9i5.pp4163-4175openalex-snapshot
A new framework to alleviate DDoS vulnerabilities in cloud computing
inferredcites →https://doi.org/10.1177/004728759002800310openalex-snapshot
Alternative Tourism: Pious Hope Or Trojan Horse?
inferredcites →https://doi.org/10.1201/9781003107354openalex-snapshot
Distributed Denial of Service (DDoS) Attacks
inferredcites →https://doi.org/10.1201/9781003141471-1openalex-snapshot
Blockchain Technology
inferredcites →https://doi.org/10.17487/rfc2267openalex-snapshot
Network Ingress Filtering: Defeating Denial of Service Attacks which employ IP Source Address Spoofing
inferredcites →https://doi.org/10.2172/792253openalex-snapshot
Distributed Denial of Service Tools, Trin00, Tribe Flood Network, Tribe Flood Network 2000 and Stacheldraht.
inferredcites →https://doi.org/10.2174/1872212114999200531171217openalex-snapshot
Conceptual Framework to Mitigate Internet of Things-DDoS Attacks Using Fog Nodes
inferredcites →https://doi.org/10.37394/23203.2020.15.72openalex-snapshot
An Enhanced Deep Autoencoder-based Approach for DDoS Attack Detection
inferredcites →https://doi.org/10.4018/978-1-5225-0105-3.ch003openalex-snapshot
A Survey of Botnet-Based DDoS Flooding Attacks of Application Layer
inferredcites →https://doi.org/10.4018/978-1-5225-9742-1openalex-snapshot
Security, Privacy, and Forensics Issues in Big Data
inferredcites →https://doi.org/10.4018/978-1-7998-2242-4.ch010openalex-snapshot
A Comprehensive Survey on DDoS Attacks and Recent Defense Mechanisms
inferredcites →https://doi.org/10.4018/ijswis.297143openalex-snapshot
Distributed Denial-of-Service (DDoS) Attacks and Defense Mechanisms in Various Web-Enabled Computing Platforms
inferredcites →https://doi.org/10.5220/0009873801530161openalex-snapshot
Efficient and Secure Statistical DDoS Detection Scheme
inferredcites →https://doi.org/10.5815/ijcnis.2013.08.01openalex-snapshot
Analysis of the SYN Flood DoS Attack

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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An efficient approach to detect distributed denial of service attacks for software defined internet of things combining autoencoder and extreme gradient boosting with feature selection and hyperparameter tuning optimization
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Ensemble Feature Selection and Ensemble Classifiers Based Intrusion Detection Model for the Internet of Things
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Radial Basis Neural Network Based Distributed Denial of Services (DDoS) Attack Detection
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Detection of Distributed Denial of Service Attack Using Software-Defined Network with Dynamic Entropy
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Comparative Analysis of Data Sets for Developing and Evaluating Defensive Mechanisms Against Distributed Denial of Service Attack
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An Encrypted Hash Based Password Technique to Prevent DDoS Attacks in MQTT
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DDoSMiner: An Automated Framework for DDoS Attack Characterization and Vulnerability Mining
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Datasets Analysis for Effective Cyberattacks Mitigation in Software-Defined Networking
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Research on Dos Attack Simulation and Detection in Low-Orbit Satellite Network
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DDoS attack detection techniques in IoT networks: a survey
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Defensive mechanism against DDoS attack based on feature selection and multi-classifier algorithms
inferred← citeshttps://doi.org/10.1007/s12243-024-01027-3openalex-snapshot
The use of statistical features for low-rate denial-of-service attack detection
inferred← citeshttps://doi.org/10.1007/s13042-025-02790-yopenalex-snapshot
Q-CAD: quantized convolutional accelerated detection via channel concatenation-based quantized inference for faster DDoS attack detection
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2025.110226openalex-snapshot
Dynamic multiphase DDoS attack identification and mitigation framework to secure SDN-based fog-empowered consumer IoT Networks
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DDoS attack detection and defense techniques in software defined networks: A survey
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Leveraging quick response codes and vision transformer for distributed denial of service attack detection
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Advancing decision-making: A comprehensive review of intelligent systems, applications, and challenges
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Research on an intelligent classification teaching system for English wrong questions based on the integration of SAM and Llama 3
inferred← citeshttps://doi.org/10.1049/2024/1056705openalex-snapshot
DDoS‐MSCT: A DDoS Attack Detection Method Based on Multiscale Convolution and Transformer
inferred← citeshttps://doi.org/10.1109/6gnet58894.2023.10317727openalex-snapshot
The Use of Statistical Features for Low-Rate Denial of Service Attack Detection
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Experimental Evaluation of Smart Electric Meters’ Resilience Under Cyber Security Attacks
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Machine Learning for Healthcare-IoT Security: A Review and Risk Mitigation
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Efficient DDoS Attack Detection through Lightweight Deep Learning Model in Cloud Computing Environment
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A Comprehensive Survey on Low-rate DDoS Attacks Detection Based on Deep Learning
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Research on DDoS Attack Security Situation Assessment Model Based on Fuzzy C Clustering Algorithm
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Dynamic Attention-Based AI Model for Cyber Attack Detection in IoT Environment
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Optimizing CNN for IoT Anomaly Detection in 6G using Ant Lion Optimizer and Slime Mould Algorithm
inferred← citeshttps://doi.org/10.1109/icce56470.2023.10043433openalex-snapshot
DDoS Attack Detection Through Digital Twin Technique in Metaverse
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DDoS Landscape: Insight into Attacks and Tools
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AI-Based SYN Flood Detection in Smart Networks Using Multi-Head Hybrid Sparse Attention
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MFGD3QN: Enhancing Edge Intelligence Defense Against DDoS With Mean-Field Games and Dueling Double Deep Q-Network
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Unveiling the Power of Collaboration: Detect DDoS Attacks on Proxies through Moving Target Defense with Multi-Proxy Synergy
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A Survey on Distributed Denial-of-Service Attack Mitigation for 5G and Beyond
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DDoS Detection in VANETs Using a Multilayer Perceptron and Simple Blockchain-Based Trust Management for False Positive Minimization
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Hybrid AI–Quantum Model with Attention-Guided Variational Circuits for MSSQL Attack Detection in Wireless Networks
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Adaptive DDoS attack detection via packet payload feature selection
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Enhancing IoT device security: CNN-SVM hybrid approach for real-time detection of DoS and DDoS attacks
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From Signatures to AI: A Comprehensive Review of DDoS Detection Strategies in IoT & SDN
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Detection of Unknown DDoS Attack Using Convolutional Neural Networks Featuring Geometrical Metric
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Adaptive and Convex Optimization-Inspired Workflow Scheduling for Cloud Environment
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