World Congress 2023 • Aug 11, 2023

Machine Learning: Promising, but Perilous

Nura Kawa

A simple sticker on a stop sign can completely blind your AI perception model. Uncover the hidden security perils of transfer learning and how to fortify your ML pipelines.

Starting at 12:34 · Watch from the beginning

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Matching moments

1:20 min

Utilizing industry threat models for AI security

Balázs Kiss · World Congress 2023

2:29 min

Establishing core machine learning fundamentals and robust guardrails

Ekaterina Sirazitdinova · LIVE

2:02 min

Generating adversarial patterns and defending consumer machine learning models

Mirko Ross · World Congress 2023

1:31 min

Dual usage of machine learning in cybersecurity

Wolfgang Ettlinger +1 · World Congress 2023

2:31 min

Understanding data poisoning and model bias risks

Keno Dreßel

Keno Dreßel · World Congress 2025

3:16 min

Unique privacy vulnerabilities in language model architectures

Aditi Godbole · LIVE

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