Send message to

Do you want to send the message without a subject?
Please note that your message can be maximum 1000 characters long
Special characters '<', '>' are not allowed in subject and message
reCaptcha is invalid.
reCaptcha failed because of a problem with the server.

Your message has been sent

You can find the message in your personal profile at "My messages".

An error occured

Please try again.

Make an appointment with

So that you can make an appointment, the calendar will open in a new tab on the personal profile of your contact person.

Create an onsite appointment with

So that you can make an onsite appointment, the appointment request will open in a new tab.

Make onsite appointment
Header of DATEV eG
Forums it-sa Expo Knowledge Forum F

Protecting AI systems using privacy preserving machine learning

In this presentation, we explain the application of Privacy-Preserving Machine Learning (PPML) for the protection of AI systems at DATEV eG.

Buy trade fair ticket

You can register for this action soon.

You can register for the digital action soon.

Please come back at the scheduled date and time.

The action is currently live. Please scroll down to watch.

This action is only available onsite: Forums it-sa Expo

Save and remember action
close

This content or feature is available to the it-sa 365 community. 
Please register or log in with your login data.

Add action to bookmarks and download as iCal

Join now

Note: If you continue, the contact data you provided during registration may be transmitted to the respective provider in accordance with our General Terms and Conditions.

This action has already taken place. This action will soon be available as a video.

This action has already taken place. Please scroll down to watch the video.

This action has already taken place. It's not available any more.

You are in!

Your ticket / access to the action was sent to you by email.

There is a problem with the action at the moment. Please come back later or contact support.

calendar_today Tue, 22.10.2024, 13:15 - 13:30

event_available On site

place Hall 9, Booth 9-443

Action description

south_east

Speaker

south_east

Themes

Data protection / GDPR Data security / DLP / Know-how protection

Key Facts

  • Privacy-Preserving Machine Learning (PPML)
  • Differential Privacy
  • Privacy & Information security

Organizer

Event

This action is part of the event Forums it-sa Expo

Action description

In a data-driven world, the integration of artificial intelligence (AI) into business processes and products is becoming increasingly important for software companies such as DATEV eG. However, this poses considerable challenges for information security and data protection, as long as AI systems process confidential data. In this presentation, we briefly introduce concepts and applications of Privacy-Preserving Machine Learning (PPML) in AI systems. PPML makes it possible to train models and make predictions without revealing sensitive information from the model.

The focus of the presentation is on explaining the basic principles of differential privacy using an example and its implementation. IT security-relevant topics, such as security features of and attacks on PPML, will also be discussed in order to illustrate the benefits and limitations of this technology for protecting AI systems. ... read more

Language: German

Questions and Answers: No

Speaker

show more

You might also be interested in

Header of cirosec GmbH
10/21/2024| 12:30 PM - 06:00 PM
Trends in IT Security

The event will take a look at the current situation in IT security from a technical and strategic...
Action of qSkills
10/22/2024| 05:00 AM - 05:30 PM
Digital trust and European regulation

Digital trust is now a central element of business strategy and ensures security, resilience and ...
Header of Commvault Systems GmbH
10/22/2024| 09:30 AM - 09:45 AM
How to build a Cyber Resilient Infrastructure

To build a cyber-resilient infrastructure, it is important to consider various aspects of data se...
Header of qSkills GmbH & Co. KG
10/22/2024| 09:30 AM - 10:15 AM
Digital crimes, digital forensics - this is how you stay on the right track

Find out how IT forensics identifies perpetrators, closes data leaks, secures evidence and effect...
it-sa 365 Key Visual
10/22/2024| 10:00 AM - 10:15 AM
Cybercrime & cyberwar: protective measures and strategies against digital threats

Companies are increasingly becoming victims of ransomware attacks. There is a risk of financial l...
close

This content or feature is available to the it-sa 365 community. 
Please register or log in with your login data.