PyData @Apiiro

Join Us for Another PyData Meetup @Apiiro!
Get ready for insightful sessions, networking with great people, and, of course, beer and pizza!
A big thanks to Apiiro for hosting us!

Wednesday, January 29th
18:00-21:00

Event Highlights

Welcome words from our host – Apiiro

Arnon Dagan: Shift Left - Leveraging Open Source LLMs to Uncover Risks in Feature Design Phase
Abstract: This talk explores the “shift left” strategy, employing open source LLMs to detect risks during the software design phase and create clear, explanatory text to enhance understanding and suggest countermeasures. During the talk we'll discuss tools to evaluate text quality and enhance LLM performance in production.

Natan Katz: Supply chain security for open source models
Open Source models are used everywhere. As public entities that are downloaded from various websites they are nearly endowed with a certain level of risks. In this lecture we will cover some attack vectors that are unique for these models and describe some of the plausible attacks according to OWASP mL

Yosi Shamenzon: Matching Code to Runtime with BERT
Cloud traffic sniffing tools monitor traffic between services, aiming to uncover vulnerabilities. Matching this traffic to the API corresponding controllers detected in the code is challenging and crucial. This presentation will introduce an approach to achieving this match using the BERT language model with meaningful preprocessing steps.

Space is limited – RSVP now to secure your spot!
This meetup will be held in English.