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| Jan 09 at 07:00PMPLUG East Meeting |
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Gavin Klondike: Machine Learning for Security Analysts
Description:
Today, over a quarter of security products for detection have some form of machine learning built in. However, “machine learning” is nothing more than a mysterious buzzword for many security analysts. In order to properly deploy and manage these products, analysts will need to understand how the machine learning components operate to ensure they are working efficiently. In this talk, we will dive head first into building and training our own machine learning models using the 7-step machine learning process.
Biography:
Gavin is a senior consultant and researcher who has a passion for network security, both attack and defense. Through that passion, he runs NetSec Explained; a blog and YouTube channel which covers intermediate and advanced level network security topics, in an easy to understand way. His work has given him the opportunity to be published in industry magazines and speak at conferences such as Defcon and CactusCon. Currently, he is researching into ways to address the cybersecurity skills gap, by utilizing machine learning to augment the capabilities of current security analysts.
Rajendran Rathinasabapathy: In the crossroads of Agility, Microservices and Cloud computing
Description:
Being a project manager for a while evolving along with the evolution in the IT landscape of agility, microservices and cloud computer, I see a pattern in the painful ordeal teams go through, especially when collaboration is needed more than ever to build systems. The topic is very relevant when highly individualistic opensource programmers work together. In this presentation, as the subject is vast, I layout a list of critical blind spots and pitfalls the teams can avoid while designing and developing larger applications.
Biography:
Working in IT for the past 20 years from being a developer to a portfolio manager. Currently involved in strategizing CI/CD for a sub-domain in info security. with varied tech stacks. I am a proponent of microservices and also a scrum master. In my free time, I learn to make digital an analogue circuits. I teach programming and robotics to kids and I am learning Jiu-Jitsu :-)
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