HybridDAD: Detecting DDoS Flooding Attack using Machine Learning with Programmable Switches

Author:

Roshani Mostafa1,Nobakht Mehdi2

Affiliation:

1. ACM Member, Iran

2. SEIT, University of New South Wales (UNSW), Australia

Publisher

ACM

Reference48 articles.

1. 2016. Hacked Cameras DVRs Powered Today’s Massive Internet Outage. https://krebsonsecurity.com/2016/10/hacked-cameras-dvrs-powered-todays-massive-internet-outage/ 2016. Hacked Cameras DVRs Powered Today’s Massive Internet Outage. https://krebsonsecurity.com/2016/10/hacked-cameras-dvrs-powered-todays-massive-internet-outage/

2. 2021. Cloudflare thwarts 17.2M rps DDoS attack - the largest ever reported. https://blog.cloudflare.com/cloudflare-thwarts-17-2m-rps-ddos-attack-the-largest-ever-reported/ 2021. Cloudflare thwarts 17.2M rps DDoS attack - the largest ever reported. https://blog.cloudflare.com/cloudflare-thwarts-17-2m-rps-ddos-attack-the-largest-ever-reported/

3. DHCP attacking tools: an analysis

4. Machine Learning Approaches for Combating Distributed Denial of Service Attacks in Modern Networking Environments

5. Programmable Network Data Planes (Dagstuhl Seminar 19141);Antichi Gianni;Dagstuhl Reports,2019

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1. Introducing packet-level analysis in programmable data planes to advance Network Intrusion Detection;Computer Networks;2024-02

2. A Method for DDoS Attacks Prevention Using SDN and NFV;IEEE Access;2024

3. Detecting DDoS Attacks on the Network Edge: An Information-Theoretic Correlation Analysis;2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom);2023-11-01

4. GRU-Based DDoS Detection for Enhanced Security in Consumer Electronics;2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin);2023-09-03

5. A Method for DDOS Attacks Prevention Using SDN and NFV;2023-06-21

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