SECUINFRA research: Deep Learning as an approach to network attack detection

In the field of cyber defense, the early detection of cyber attacks is becoming increasingly important. Digitalisation in industry is advancing at an increasing pace; people, machines and industrial processes are intelligently networked. More and more new, data-driven business models are emerging, which pose special challenges for IT security. Traditional security solutions have long been insufficient to effectively counter advanced attack techniques. Added to this is the unbroken threat posed by ransomware.

In the field of artificial intelligence (AI), research is therefore continuously being conducted into the extent to which this approach can be used to defend against cyber attacks. In order for AI solutions to acquire the ability to automatically recognise cyber attacks of different types, methods such as machine learning or deep learning are used.

The SECUINFRA Cyber Defense team of experts is also continuously researching in the field of artificial intelligence. Under what conditions can Deep Learning be used effectively and efficiently for cybersecurity purposes? Sven Nawrat, Cyber Defense Student at SECUINFRA, explores this question in our TechTalk contribution.

Dive into the world of artificial neural networks now and learn more about the current state of research here!

Svenja Koch · Author

Senior Marketing Manager

Svenja Koch ist Senior Marketing Manager bei der SECUINFRA. Hier verantwortet sie u.a. die Konzeption und Veröffentlichung von Presseartikeln, Blog- und Newsbeiträgen.

Svenja Koch ist Senior Marketing Manager bei der SECUINFRA. Hier ist sie u.a. für den Bereich des Content Marketing zuständig und verantwortet die Konzeption und Veröffentlichung von Presseartikeln, Blog- und Newsbeiträgen. Um relevante und für die Leser:innen interessante und spannende Neuigkeiten aus der Welt der IT Security - und der Cyber Defense im Speziellen – schreiben zu können, steht sie im regelmäßigen Austausch mit den SIEM- und DFIR-Teams sowie der Geschäftsführung der SECUINFRA. Denn nur so kann sie ihrem wichtigsten Credo bei der Erstellung von Inhalten gerecht werden: „Content ist alles, das dem Leben deines Lesers einen Mehrwert hinzufügt.“ (Avinash Kaushik) Ihre Freizeit verbringt Svenja gerne in der Natur – entweder im Garten beim Gestalten und Pflanzen oder aber bei Spaziergängen mit ihren Hunden in den Wäldern Schleswig-Holsteins.

Senior Marketing Manager

Svenja Koch is Senior Marketing Manager at SECUINFRA. Here, she is responsible for the conception and publication of press articles, blog and news contributions, among other things.

Svenja Koch is Senior Marketing Manager at SECUINFRA. Here, she is responsible for the area of content marketing, among other things, and is responsible for the conception and publication of press articles, blog and news contributions. In order to be able to write relevant and for the readers interesting and exciting news from the world of IT Security - and Cyber Defense in particular - she is in regular exchange with the SIEM and DFIR teams as well as the SECUINFRA management. Because that's the only way she can live up to her most important credo in content creation: "Content is anything that adds value to your reader's life." (Avinash Kaushik) Svenja likes to spend her free time in nature - either in the garden designing and planting or walking her dogs in the forests of Schleswig-Holstein.
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