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SOAR
Cyber
Project Guide :
Roi Zimon
Development :
Start :
2024-03-31
Finish :
2024-09-24
Hebrew Year :
תשפד
Semesters :
2nd & 3rd
Description
SOAR Project description: The Security Orchestration Automatic Response system project is made up of four stages: 1. Retrieval and storage of data from various event logs generated by the OS. 2. Analysis of data generated by security events. 3. Training of an AI/ML model to recognize occurring events in real time. 4. Response according to the judgement of the model. Data gathering stage: At this stage we gather and locally process data from the operating system event logger (Windows/Linux). After processing the data, we securely send the data to the server which routes it to our data service and in turn, our relational database and cache accordingly. Analysis stage: During the analysis stage we will export the data from the DB into a CSV file and analyze the data we have gathered using python data manipulation/analysis libraries to gain further understanding and insight into the realm of possibilities. Training stage: At this point, we have an idea of how we want our model to behave. We will then move onto training/testing models and select the most optimal one for the task of successfully detecting malicious behavior and protecting the client. Operational stage: In the operational stage we’ll use that trained model to make decisions in response to logged security events that occur in soft-real-time and intervene using the according response routines autonomously. The incidents/events are logged as well for further model tuning over time. Expected completion timeframes (yearly project): 1. 4 weeks to create dataset and data pipeline 2. 4 weeks to explore data and train the model 3. 4 weeks to fine tune the model for operation Number of participants: 2-3 groups of 4-7 students each. A project designed for students of computer science / applied mathematics. ====================================================================== For any questions about the project, I will be available by phone: 050-5714100 Regards, Mark Israel markisr@walla.co.il, marki@hit.ac.il
Emphasis in project execution
The project is has cooperation with the industry and combines meeting deadlines while being creative and focused on the task
Status:
Shown in Available Projects
THE PROJECT IS AT FULL CAPACITY
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