YoVDO

How Apple Scans Your Phone and How to Evade It - NeuralHash CSAM Detection Algorithm Explained

Offered By: Yannic Kilcher via YouTube

Tags

Cybersecurity Courses iCloud Courses Private Set Intersection Courses Adversarial Attacks Courses

Course Description

Overview

Explore the technical details of Apple's controversial CSAM detection system in this comprehensive video analysis. Delve into the NeuralHash algorithm, private set intersection, threshold secret sharing, and synthetic match vouchers used to scan images on users' devices. Examine the system requirements, privacy considerations, and potential weaknesses, including database control and adversarial attacks. Gain insights into the cryptographic protocols and security measures implemented, as well as the broader implications for user privacy and child protection efforts.

Syllabus

- Introduction
- System Requirements
- System Overview
- NeuralHash
- Private Set Intersection
- Threshold Secret Sharing
- Synthetic Match Vouchers
- Problem 1: Who controls the database?
- Problem 2: Adversarial Attacks
- Comments & Conclusion


Taught by

Yannic Kilcher

Related Courses

Machine Learning and Artificial Intelligence Security Risk: Categorizing Attacks and Failure Modes
LinkedIn Learning
Deep Learning New Frontiers
Alexander Amini via YouTube
Deep Learning New Frontiers
Alexander Amini via YouTube
MIT 6.S191 - Deep Learning Limitations and New Frontiers
Alexander Amini via YouTube
Deep Learning Limitations and New Frontiers
Alexander Amini via YouTube