at the Faculty of Electrical Engineering, Mathematics, and Computer Science
The Cybersecurity group conducts research into various topics, ranging from cryptography to data analytics, and focuses on improving cybersecurity. We aim to make – in particular the digital – world safer by furthering state-of-the-art computer science theories, algorithms, and implementations.
In privacy, we develop advanced methods for homomorphic encryption and multi-party computing with application in data sharing and blockchain. In hardware, we use machine learning to develop new attack mechanisms for side-channel analysis, and evolutionary algorithms to create improved hardware designs. In networking, we build crawlers and fuzzers to collect big data sets that give us an overview of the latest security threats. In software, we develop new algorithms for automated reverse engineering or analysis of applications.
We develop solutions that contribute to the very latest technology in the fields of computer security and artificial intelligence (AI). Examples include the development of learning algorithms that can handle large network data flows, deep learning methods that are immune to common side-channel defenses, machine learning algorithms that can operate on encrypted data, and analysis of the latest security threats. We aim to publish our results in scientific journal and conferences of A and A* quality, and to transfer our scientific know-how and technologies to students, and our public and private partners in the field of cybersecurity.
We are responsible for cybersecurity education at B.Sc. and M.Sc. level in the computer science program. Since 2013, a specialization program on cybersecurity exists within the master program in Computer Science. We closely collaborate in teaching, student supervision and research with other groups within Computer Science (such as Software Engineering, Distributed Systems, and Delft Blockchain lab), and in particular with our colleagues in the Cybersecurity group at the Faculty of Technology, Policy and Management through the Computer Science special program Cybersecurity, and the Executive Master program Cybersecurity.
Collaborations with external organizations are essential for education and research in cybersecurity. The cybersecurity group has an extensive network of public and private partnerships, which in many cases provide us with use cases, cybersecurity data, and financial support. Our research and education can therefore be characterized as being use-inspired and fundamental, ranging from developing new security and AI algorithms to engaging with real use cases of our partners.
The research activities are organized around our faculty members.
Machine LearningWe develop new machine learning technology, in particular, state machine learning with applications in cybersecurity and software engineering. Our machine learning solutions are interpretable and useful for tasks other than prediction, such as analysis, optimization, control, and verification.
15 december 2021
Dr. Zeki Erkin elected as vice-chair for IEEE Information Forensics and Security Technical Committee
Dr. Zeki Erkin is elected as vice-chair for IEEE Information Forensics and Security Technical Committee as of January 1st, 2022. IEEE IFS TC is responsible for promoting activities the board technical areas of information forensics and security.
25 november 2021
Mauro Conti elevated to IEEE Fellow
Recognizing his achievements the IEEE Fellow Committee has elevated Mauro Conti to IEEE Fellow with the following citation: - for contributions to communications network security
24 november 2021
Hand Me Your PIN! Inferring ATM PINs of Users Typing with a Covered Hand
Dr. Stjepan Picek, Prof. Mauro Conti, and their colleagues from the University of Padova published a work where they investigated the security of the PIN mechanism for ATMs. They showed that even if a user covers the typing hand with the other hand, a deep learning-based attack can infer the correct PIN.
21 oktober 2021
Dieuwke van den Ende wins the Joop Bautz Information Security Award 2021
Dieuwke van den Ende, who conducted a major degree in Computer Science and Mathematics, won the Joop Bautz Information Security Award for 2021.
20 september 2021
Just around the corner: the privacy-preserving future
Zeki Erkin was recently interviewed by Leiden-Delft-Erasmus. For him, privacy is a human right that needs to be respected. That is why he shapes his research around secure data sharing and processing by means of encryption.
06 september 2021
Keynote speech Zeki Erkin at BRAIN 2021
Dr. Zeki Erkin gave a keynote speech during the 2nd Workshop on Blockchain Theory and Applications, BRAIN, 2021 on September the 5th.
26 augustus 2021
#SIGCOMM 2021 Best paper: "Seven years in the life of Hypergiants' off-nets"
Prof. Georgios Smaragdakis (Cybersecurity group) and colleagues from UCL, Microsoft, Columbia University, and FORTH were awarded the Best paper award in ACM SIGCOMM 2021 for their paper: "Seven Years in the Life of Supergiants' off-nets." SIGCOMM is the ACM flagship conference in Internet Architecture and Networking.
09 maart 2021
New EU's Horizon 2020 grant
We are pleased to announce that the project "artificial Intelligence threat Reporting and Incident response System” (IRIS) has been recently granted under the EU's Horizon 2020 research and innovation programme.
10 november 2020
Corona-proof introduction of Executive Master Program Cyber Security
On November, 6th there was a live introduction of the Executive Master Program Cyber Security. The introduction took place in corona-proof studios of Leiden University. The academic executive master’s programme Cyber Security is multidisciplinary; the programme covers technological as well as legal, administrative, economic and psychological aspects of digital security.
19 oktober 2020
Uitnodiging HSD Café: AI, Security en Ethiek - donderdag 29 oktober 2020
De snelle ontwikkelingen in Kunstmatige Intelligentie hebben grote economische en maatschappelijke gevolgen voor de toekomst. Effectief samenwerken wordt de sleutel tot optimaal gebruik van AI. Waar staan we nu?