Nimesha Wickramasinghe

Nimesha Wickramasinghe Email and Phone Number

Sydney, NSW, AU
Nimesha Wickramasinghe's Location
Sydney, New South Wales, Australia, Australia
About Nimesha Wickramasinghe

As a PhD Candidate in Computer Science and Engineering, I specialise in Network Security, Network Traffic Analysis, and Applied AI/ML for Security. My research journey spans the Cisco-NUS Corp Lab at the National University of Singapore, where I explored network traffic analysis leveraging large language models, the Qatar Computing Research Institute, contributing to IP reputation systems.

Nimesha Wickramasinghe's Current Company Details
UNSW Computer Science and Engineering

Unsw Computer Science And Engineering

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Casual Academic
Sydney, NSW, AU
Nimesha Wickramasinghe Work Experience Details
  • Unsw Computer Science And Engineering
    Casual Academic
    Unsw Computer Science And Engineering
    Sydney, Nsw, Au
  • Unsw Computer Science And Engineering
    Software Engineer
    Unsw Computer Science And Engineering Nov 2023 - Present
    Sydney, New South Wales, Australia
    Manage network infrastructures and IoT deployments (demo), whilst performing contextual information extraction, processing, visualisation and interpretation.
  • Unsw Computer Science And Engineering
    Doctoral Candidate
    Unsw Computer Science And Engineering Sep 2023 - Present
    Sydney, New South Wales, Australia
    Conduct research on Adversarial Attacks against Network Traffic Fingerprinting.Supervised by Dr. Arash Shaghaghi and co-supervised by Prof. Sanjay Jha.
  • National University Of Singapore
    Research Assistant
    National University Of Singapore Mar 2022 - Aug 2023
    Singapore
    Conduct research on ‘An explainable framework for network anomaly detection based on graph neural network under Cisco-NUS Corp Lab'.Supervised by Prof. Dong Jin Song and co-supervised by Dr. Lin Yun.
  • Revokex Technology
    Co-Founder
    Revokex Technology Oct 2019 - Apr 2022
    Colombo, Western Province, Sri Lanka
    Oversee the company's business operations and ensure effectiveness of operational and financial procedures while establishing policies to promote the company culture and the vision.Our Clients:* Ministry of Education - Sri Lanka* Ministry of Health - Sri Lanka* Vazir Group - UAE* Ministry of Higher Education - Sri Lanka* Ministry of Water Supply - Sri Lanka* Sultan Bin Ali Al Owais - UAE
  • Google Summer Of Code
    Developer - Google Summer Of Code 2020
    Google Summer Of Code May 2020 - Aug 2020
    Sri Lanka
    In commerce, supply chain management, the management of the flow of goods and services, involves the movement and storage of raw materials, of work-in-process inventory, and of finished goods from point of origin to point of consumption. A consumer being able to keep track of these intermediate steps at any given point ensures the superiority and the freshness of the product he/she is about to consume. S-ChainX is an open source platform, in which the organizations can define their subsequent… Show more In commerce, supply chain management, the management of the flow of goods and services, involves the movement and storage of raw materials, of work-in-process inventory, and of finished goods from point of origin to point of consumption. A consumer being able to keep track of these intermediate steps at any given point ensures the superiority and the freshness of the product he/she is about to consume. S-ChainX is an open source platform, in which the organizations can define their subsequent procedures that take place in their supply chains. The agent will be inserting the corresponding details to the platform and on the other hand, the consumers will be able to view the stored information. To make sure that the consumers get accurate data and that the data can not be manipulated, S-ChainX is utilizes blockchain technology along with Hyperledger Fabric. Show less
  • Qatar Computing Research Institute
    Research Engineer
    Qatar Computing Research Institute Aug 2019 - Feb 2020
    Al Rayyan, Qatar
    Much like cities in various parts of a country, there is some crime going on at different degrees in different neighborhoods in Internet. IP blacklisting technologies aim to detect IPs from such bad neighborhoods and blacklist them. While such blacklisting does a greater good for Internet users, these lists are having high false positives and not dynamic enough to update as the reputation of IP changes. With the collaboration of Qatar Computing Research Institute (QCRI), I developed a framework… Show more Much like cities in various parts of a country, there is some crime going on at different degrees in different neighborhoods in Internet. IP blacklisting technologies aim to detect IPs from such bad neighborhoods and blacklist them. While such blacklisting does a greater good for Internet users, these lists are having high false positives and not dynamic enough to update as the reputation of IP changes. With the collaboration of Qatar Computing Research Institute (QCRI), I developed a framework to reliably identify bad IP neighborhoods and update them periodically to reflect their change in reputation by utilizing existing IP blacklists, Domain blacklists and passive DNS logs. Show less
  • Google
    Mentor - Google Code-In (Gci) - 2019
    Google Dec 2019 - Jan 2020
    Google Code-in (GCI) is the largest online contest for teenagers by Google, providing them with tasks to work on real open source projects.Mentored at Google Code-in 2019 representing SCoRe Lab.

Nimesha Wickramasinghe Education Details

Frequently Asked Questions about Nimesha Wickramasinghe

What company does Nimesha Wickramasinghe work for?

Nimesha Wickramasinghe works for Unsw Computer Science And Engineering

What is Nimesha Wickramasinghe's role at the current company?

Nimesha Wickramasinghe's current role is Casual Academic.

What schools did Nimesha Wickramasinghe attend?

Nimesha Wickramasinghe attended Unsw, University Of Colombo School Of Computing, National Institute Of Business Management (Nibm - Sri Lanka), St.joseph's College, Colombo.

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