Analysis of DDoS Detection Mitigation in Spine Leaf Networks

Performance Analysis of DDoS Detection and Mitigation in Spine Leaf Networks

Implementation Plan:
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Step 1: Initially, we create a Software defined network (SDN), it consists of 20-Leaf Nodes, 4-Spin Switches and 1 Controller [RYU controller].

Step 2: Next, we generate both normal and attack traffic and a data collection process will be done.

Step 3: Next we Train the model by MLP algorithm using the result.csv file and test with the flow statistics.

Step 4: Next, We will classify and predict the Output.

[The process based on your requirement]

Step 5: Finally, plot the results for Latency, Throughput, Accuracy and Resource Utilization.

S/W requirement:
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Development tools:
1) Mininet-2.0 or Above Version
2) Python-2.7 or Above version
3) Wireshark [If needed]
Operating System:
Ubuntu-16.04 LTS (32 bit) or Above version

Note: –
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1. If the above plan does not satisfy your requirement, please provide the processing details, like the above step-by-step.

2. Please note that this implementation plan does not include any further steps after it is put into implementation.

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