Self-adaptive sampling for network traffic measurement
Per-flow traffic measurement in the high-speed network plays an important role in many
practical applications. Due to the limited on-chip memory and the mismatch between off-chip …
practical applications. Due to the limited on-chip memory and the mismatch between off-chip …
Short-term memory sampling for spread measurement in high-speed networks
Per-flow spread measurement in high-speed networks can provide indispensable
information to many practical applications. However, it is challenging to measure millions of …
information to many practical applications. However, it is challenging to measure millions of …
Investigating the effect of traffic sampling on machine learning-based network intrusion detection approaches
Machine Learning (ML) based Network Intrusion Systems (NIDSs) operate on flow features
which are obtained from flow exporting protocols (ie, NetFlow). Recent success of ML and …
which are obtained from flow exporting protocols (ie, NetFlow). Recent success of ML and …
Minimizing Noise in HyperLogLog-Based Spread Estimation of Multiple Flows
Cardinality estimation has become an essential building block of modern network
monitoring systems due to the increasing concerns of cyberattacks (eg, Denial-of-Service …
monitoring systems due to the increasing concerns of cyberattacks (eg, Denial-of-Service …
Comprehensive Analysis of the Intersection Between Cryptocurrency and Infrastructure Security
A Adeniran - 2024 - stars.library.ucf.edu
Cryptocurrencies are experiencing a significant surge, with the total valuation surpassing
two trillion US dollars at specific points. This remarkable growth is underscored by the …
two trillion US dollars at specific points. This remarkable growth is underscored by the …
Towards Scalable Network Traffic Measurement With Sketches
R Jang - 2020 - stars.library.ucf.edu
Driven by the ever-increasing data volume through the Internet, the per-port speed of
network devices reached 400 Gbps, and high-end switches are capable of processing 25.6 …
network devices reached 400 Gbps, and high-end switches are capable of processing 25.6 …
[PDF][PDF] 1 Recent Research Results
D Mohaisen - cs.ucf.edu
Broadly, my recent work has focused on networked systems security and privacy and
malicious software (malware) analysis, including detection and attribution. My work has …
malicious software (malware) analysis, including detection and attribution. My work has …