ML Defenders Meetup

Join us for an enlightening evening at the forefront of AI-driven cybersecurity, hosted by Perception Point. This exclusive event will showcase the latest advancements and applications of artificial intelligence in the battle against cyber threats, bringing together leading minds from the cybersecurity community.

As digital threats evolve, so do the means to combat them. This meetup will delve into how cutting-edge AI technologies are being leveraged to detect, analyze, and neutralize cyber threats more efficiently than ever before. Attendees will gain insights into the current cyber threat landscape, innovative AI solutions in cybersecurity, and the future of digital defense mechanisms.

Secure your spot now! Limited seats available.

Don't miss this chance to connect with experts and peers in the field of AI and cybersecurity. Expand your knowledge, discover innovative solutions, and be part of the conversation on the future of digital defense. We look forward to welcoming you to an evening of insightful discussions and networking.

To view the full agenda click here

Abstracts:

Ariel Porath - Improving Cybersecurity Decision-making with LLMs
Dive into the integration of Large Language Models (LLMs) in cybersecurity with a focus on practical, code-driven solutions. This session will showcase real-world code examples demonstrating how LLMs can enhance threat detection, risk analysis, and response strategies. Attendees will learn how to implement LLMs to process vast datasets, identify security threats, and automate decision-making processes. Through hands-on examples, explore how leveraging AI in cybersecurity can lead to faster, more efficient decision-making and a stronger defense against digital threats. This talk is designed for cybersecurity professionals looking to incorporate AI into their toolkit for improved security outcomes.

Roy Galili - The Double-Edged Sword of Cybersecurity
Today, the cyber threat landscape is rapidly expanding as cybercriminals discover new techniques to breach organizations.
One of the new methods that has emerged is the use of artificial intelligence to enhance the scale and effectiveness of socially engineered attacks.
Cyber-criminals employ AI to help convince and trick people into believing that a video, phone call, or email is legitimate in order to compromise networks and access sensitive data. We will explore the evolution of social engineering in cyber attacks, how attackers exploit AI technology for their malicious means and how State of the art AI is leveraged against these emerging threats.

Or Oxenberg - Text2Risk: Deciphering the Language of Fraud
In today’s data-driven landscape, where vast quantities of data are collected in various forms and types, navigating through unstructured information has become Inevitable and a pivotal challenge for many organizations. Our solution offers a tailored architecture that ingeniously transforms unstructured text into structured, valuable features, specifically designed to predict fraud risk level.
In this talk, we’ll dive into the solution we built to tackle the challenge of integrating insights from a deep learning model into a traditional ML model; we will learn how our text2feature method not only made it feasible but also derived strong business value.