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William Sun's Projects

tflearn icon tflearn

Deep learning library featuring a higher-level API for TensorFlow.

theano icon theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

threat-intelligence-machine-learning-approach-to-ics-security- icon threat-intelligence-machine-learning-approach-to-ics-security-

The growing network connectivity witnessed in Supervisory Control and Data Acquisition (SCADA) systems raises cyber security concerns for Industrial Control System (ICS) facilities. To sustain critical infrastructure objective principles such as confidentiality, integrity, and availability from security breaches or devastating cyberattacks, compelling, proactive, and continuous security monitoring is needed. In this study, we propose a process to build an intelligent backend and visual system to handle real time data analytics. For that we demonstrate the use of the Security Information and Event Management (SIEM) tool, Splunk, to aggregate operational intelligence including network, system, and user behavior data. Also, to transform collected raw data into Indicators of Compromise (IOC) added intelligence data, we demonstrate the use of open source threat intelligence platforms. Real time analytics is then applied to prepared intelligence test data using MATLAB. With the proof of concept tool, Tableau, we present ICS system visual solutions, which can support security personnel to make decisions, understand concepts, or foresee the network problems.

til icon til

Personal Wiki of Interesting things I learn every day at the intersection of software, life & stuff (My Second Brain 🧠️)

troposphere icon troposphere

troposphere - Python library to create AWS CloudFormation descriptions

uaa icon uaa

CloudFoundry User Account and Authentication (UAA) Server

ubuntu icon ubuntu

Ubuntu Dockerfile for trusted automated Docker builds.

uspex icon uspex

Here I will add scripts i have written to make USPEX post processing easy

uspextocif icon uspextocif

Transforms output files produced by USPEX to Mercury-readable cif files.

v-screening-opv icon v-screening-opv

Machine learning codes for virtual screening of conjugated polymers for organic photovoltaic devices (solar cells)

valuation-templates icon valuation-templates

Templates to carry out Local Authority asset valuations for the year end accounts in accordance with the IFRS* based Code of Practice on Local Authority Accounting in the UK. Can you make use of them or improve them?

vec-map icon vec-map

A tool to calculate the atomic displacement in some polarized materials with a distorted perovskite structure.

video-to-retail-platform icon video-to-retail-platform

An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video retrieval, etc.

visionworkbench icon visionworkbench

The NASA Vision Workbench is a general purpose image processing and computer vision library developed by the Autonomous Systems and Robotics (ASR) Area in the Intelligent Systems Division at the NASA Ames Research Center.

vislab icon vislab

Set of modules and datasets for visual recognition.

visual-chatgpt icon visual-chatgpt

Official repo for the paper: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

voc-loss-analysis icon voc-loss-analysis

load EQE data and obtain an analysis of the nonradiative voltage losses in your solar cell- here the python version of Lisa's matlab code: https://github.com/LisaKrueckemeier/How-to-Report-Record-Open-Circuit-Voltages-in-Lead-Halide-Perovskite-Solar-Cells

vulnx icon vulnx

vulnx 🕷️ an intelligent Bot, Shell can achieve automatic injection, and help researchers detect security vulnerabilities CMS system. It can perform a quick CMS security detection, information collection (including sub-domain name, ip address, country information, organizational information and time zone, etc.) and vulnerability scanning.

warden icon warden

Cloud Foundry - the open platform as a service project

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