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apzhou's Projects

acf icon acf

simulator code for the Adaptive Cuckoo Filter

agurim icon agurim

agurim: a multi-dimensional flow aggregation tool

alpha-mon icon alpha-mon

⍺-MON anonymizes network traffic in real time. This software process network traffic on input interfaces to remove privacy sensitive information transmitted in clear by protocols. Then, it transmits anonymized traffic on the output interfaces.

bayes-sketch icon bayes-sketch

Accompanying repository for the paper "Bayesian Sketches for Volume Estimation in Data Streams"

cardest icon cardest

Cardinality Estimation in a Virtualized Network Device Using Online Machine Learning.

cardinality-measurement-algorithms icon cardinality-measurement-algorithms

Cardinality measurement is done on live internet traffic using algorithms like probabilistic counting, bitmap, virtual bitmap, FM sketches and Hyperloglog sketches. Submitted a term paper on Network Address Translation(NAT).

cbcf icon cbcf

Configurable Bucket Cuckoo Filter (CBCF)

cicflowmeter icon cicflowmeter

CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is an Ethernet traffic Bi-flow generator and analyzer for anomaly detection that has been used in many Cybersecurity datsets such as Android Adware-General Malware dataset (CICAAGM2017), IPS/IDS dataset (CICIDS2017), Android Malware dataset (CICAndMal2017) and Distributed Denial of Service (CICDDoS2019).

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