November Meetup

Schedule

• Common Gotchas in Python
• Lets build secure ML systems
• Protocol Testing using Scapy
• Lightning Talks (10 mins/talk)

Summary

Common Gotchas in Python
Speaker: Hephzibah

In this talk, we will discuss the output of various code snippet with what one might expect but what actually happens behind the scenes. The talk will cover mutable default arguments, late binding closures, copying a list and variable scope.

Lets build secure ML systems
Speaker: Joinal Ahmed

Abstract : The need for security is pervading all modern day systems. But given the growth in cloud machine learning computing, which deals with extremely valuable data & companies need to be paying particular attention to handling data securely. In this talk, we will discuss key security challenges that arise in production machine learning systems leveraging secml an open-source Python library for secure & explainable machine learning & try to orchestrate most popular attacks against ML models such as test time evasion attacks to generate adversarial examples against deep neural networks & training time poisoning attacks against support vector machines & many other algorithms, we will then look at best practices & frameworks that can be adopted to help mitigate security risks in ML models, ML pipelines & ML services reinforcing SecOps into MLOps

Protocol Testing using Scapy
Speaker: Vijay Kumar B.

In this talk we will discuss how Scapy can be use for crafting, sending, receiving and analyzing packets, for the purpose of protocol testing.

Talk at Chennaipy

If you are interested in doing a talk (20 min), please add a comment to this event page with your topic and description.