Aktuelle Trends in der KI-Entwicklung - michael wessel
Neuigkeiten der KI-Entwicklung 2023: Deep Learning, autonome Robotik, personalisiertes Gesundheitswesen und ethische Verantwortung. KI verändert die Welt.
Sophos
Auch unsere Partner, beispielsweise <anchor>Sophos</anchor>, setzen maschinelles Lernen (ML) ein, um mithilfe dem komplexen Modell moderne Cyberattacken und -bedrohungen zu identifizieren. In diesem kurzen Video beschreibt Sophos am Beispiel des Intercept X, wie sie leistungsstarke KI für den Schutz geschäftskritischer Daten einsetzen:
AI Endpoint Security with Deep Learning Capabilities
AI Endpoint Security with Deep Learning Capabilities[Skip to main content](#main-content)

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    - [Protect my Microsoft environment](/en-us/products/managed-detection-and-response/microsoft-defender)
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## Intercept X Endpoint

- [Overview](/en-us/products/endpoint-antivirus)

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- English

## Breadcrumb

1. [Home](/en-us)
2. [Products](/en-us/products)
3. [Intercept X Endpoint](/en-us/products/endpoint-antivirus)
4. Deep Learning Cybersecurity

# Sophos Endpoint: Powered by Deep Learning

## Stop malicious threats with artificial intelligence

Much of today’s endpoint security products are not built to face modern challenges. Threats grow more complex every day, and existing cybersecurity offerings struggle to keep up. There’s a steady stream of new malware created every single day. Powered by A.I., Sophos endpoint utilizes deep learning technologies to secure critical business information 24/7.

[Sophos Endpoint](/en-us/products/endpoint-antivirus) [Sophos MDR](/en-us/products/managed-detection-and-response)

## Not all machine learning is created equally

Deep learning, an advanced form of machine learning, helps change the way we address endpoint security. Deep learning works like the human brain, offering high accuracy rates spotting existing and never-before-seen malware. By integrating deep learning, Intercept X is ready to face unknown challenges with fast, powerful, predictive defenses.

Deep learning neural networks have consistently out-performed other forms of machine learning when it comes to detecting malware. Smarter than other forms of machine learning, deep learning automatically finds the best combination of inputs for detection. This makes it capable of detecting stealthy malware other engines would miss.

It’s also more scalable. It’s able to “memorize” the entire observable threat landscape as part of its training process. The more information it can process, the more accurate its predictions will be. This is how the deep learning in Intercept X stays up to date at all times. Plus it’s lighter on your machine than other offerings, with almost no impact on performance.

## Deep learning threat prevention includes:

### Experienced Design

The Sophos malware detection model was created by our team of scientists using DARPA-driven technology – built to uncover the “DNA” of malware.

### Proven Effectiveness

Intercept X has been tested by the best. Independent, third-party testers have time and time again found our deep learning technology to be extremely effective with low false positives.

### Powered by Sophos X-Ops

[Sophos X-Ops](/en-us/x-ops "Sophos X-Ops") data scientists work with hundreds of millions of samples of malware, allowing them to create the best possible prediction models. They team with threat researchers to constantly improve.

## Threat detection and remediation built for the future

Sophos Endpoint doesn’t just offer powerful deep learning malware detection. It also provides anti-ransomware, active adversary protection, and anti-exploit technology, as well as the ability to add [extended detection and response (XDR)](/en-us/products/endpoint-antivirus/xdr "XDR security platform") capabilities which also leverages deep learning. This automated, proactive detection works to keep endpoints safe from any complex, advanced attack that comes your way.

## Secure Endpoints Better With Sophos Deep Learning Technologies

Don’t let unknown threats keep you up at night. Let the proactive cybersecurity services [cybersecurity services](/en-us/content/cybersecurity-as-a-service "cybersecurity services") and products from Sophos enable you to spend less time worrying about threat response and remediation and more time on the tasks that matter most. Sleep well knowing that your assets and endpoints are guarded around the clock by the best experts in the industry.

[Intercept X with XDR](/en-us/products/extended-detection-and-response) [Sophos MDR Services](/en-us/products/managed-detection-and-response)

Defeat Cyberattacks

#### Products

- Column 2  - Endpoint security    - [Next-gen antivirus](/en-us/products/endpoint-antivirus)
    - [EDR](/en-us/products/endpoint-antivirus/edr)
    - [XDR](/en-us/products/extended-detection-and-response)
    - [Server protection](/en-us/products/server-security)
    - [Mobile security](/en-us/products/mobile-control)
  - Email security    - [Email and phishing](/en-us/products/sophos-email)
    - [Security training](/en-us/products/phish-threat)
  - Cloud security    - [Workload protection](/en-us/products/cloud-native-security/cloud-workload-protection)
    - [CSPM](/en-us/products/cloud-optix)
  - [Solutions](/en-us/solutions)    - [Small and midsize business](/en-us/small-and-medium-business)
- Column 1  - Managed security services    - [Incident response](/en-us/products/managed-detection-and-response/incident-response-services)
    - [MDR](/en-us/products/managed-detection-and-response)
    - [NDR](/en-us/products/network-detection-and-response)
    - [Operational support services](/en-us/support/professional-services)
    - [Vulnerability management](/en-us/products/managed-risk)
  - Network security     - [Firewall](/en-us/products/next-gen-firewall)
    - [ZTNA](/en-us/products/zero-trust-network-access)
    - [NDR](/en-us/products/managed-detection-and-response/network-detection-and-response)
  - Network infrastructure    - [Next-gen firewall](/en-us/products/next-gen-firewall)
    - [SD-WAN](/en-us/products/next-gen-firewall/sd-wan)
    - [Network switches](/en-us/products/sophos-switch)
    - [Wireless access points](/en-us/products/secure-wifi)
- Column 3  - Partners    - [Find a partner](https://partners.sophos.com/english/directory/)
    - [Managed service providers](/en-us/partners/managed-service-providers)
    - [Integrations](/en-us/marketplace)
    - [OEM](/en-us/oem)
    - [Join our program](https://partners.sophos.com/English/register_email.aspx)
  - Current partners    - [Sophos partner program](/en-us/partners)
    - [Sophos Central login](https://central.sophos.com/manage/login)
    - [Partner care](/en-us/partners/partner-care)
    - [Partner portal login](/en-us/partners/partner-portal)
    - [Training & certification](https://partners.sophos.com/prm/English/c/sophos-learning-zone)
  - Management platform    - [Sophos Central](/en-us/products/sophos-central)
- Column 4  - Support    - [Downloads and updates](/en-us/support/downloads)
    - [Support packages](/en-us/support/technical-support)
    - [Support portal](https://support.sophos.com/support/s/)
    - [Sophos Customer Success](/en-us/support/customer-success)
    - [Product documentation](https://support.sophos.com/support/s/#t=DocumentationTab)
  - Product support    - [Community forums](https://community.sophos.com/)
    - [Sophos Central](https://community.sophos.com/sophos-central/)
    - [Sophos XDR](https://community.sophos.com/sophos-xdr/)
    - [Sophos Endpoint](https://community.sophos.com/intercept-x-endpoint/)
    - [Sophos Email](https://community.sophos.com/email-appliance/)
    - [Sophos Firewall](https://community.sophos.com/sophos-xg-firewall/)
- Column 5  - Try for free    - [Free trials](/en-us/products/free-trials)
    - [Free tools](/en-us/free-tools)
    - [Product demos](/en-us/products/demos)
  - Learn    - [Threat intelligence](/en-us/intelix)
    - [X-Ops threat research](/en-us/x-ops)
    - [Trust center](/en-us/trust)
    - [Security blogs](https://news.sophos.com/en-us/)
    - [Cybersecurity explained](/en-us/cybersecurity-explained)
  - Sophos Home Premium    - [Mac antivirus download](https://home.sophos.com/en-us/download-mac-security)
    - [PC antivirus download](https://home.sophos.com/en-us/download-pc-security)
- Column 6  - Contact    - [Get Started](/en-us/products/contact-request)
    - [Tech Support](https://docs.sophos.com/support/help/en-us/contact/index.html)
  - Why Sophos    - [Awards and Recognition](/en-us/content/why-sophos)
    - [Case Studies](/en-us/company/case-studies)
    - [Competitor Comparisons](/en-us/content/sophos-vs-competition)
  - About Us    - [Company](/en-us/company)
    - [Events](https://events.sophos.com)
    - [Press](/en-us/press)
    - [Careers](/en-us/careers)

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