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2022-machine-learning-specialization

course-net-assignment

Assignments for Computer Networks @ Johns Hopkins University

docker_python

dockerlnmp

dockernginxbalance

finer-explain

Explainable malware/vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature Attribution to Facilitate Security Analysis" (CCS 2023)

moving-target-defense-rhm-using-sdn

Developed a Moving Target Defense mechanism to prevent IP scanning from inside & outside the network. Controlled the packet flow in a SDN based on Random host mutation technique. Developed the a new routing mechanism using north bound API provided by controller using multithreading, decorators, event creation & event handling techniques. Performed

nsp4

NSP4: A Network Simulator for P4 language

securitysdn

Implementation of a Software Defined Perimeter in Ryu SDN Framework

swift-coreml-transformers

Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!

the-art-of-linear-algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

traffic_classification_utils

网络流量分类对比方法汇总