Event

We are pleased to announce that our paper “SHIoT'26: A Specialized IoT Intrusion Detection Dataset for Smart Home Environments” has been accepted at the Nordic Conference on Secure IT Systems (NordSec) 2026.

The paper presents a new dataset for evaluating security solutions in realistic smart home IoT environments. The work contributes to the ongoing research on IoT security, intrusion detection, and machine learning-based anomaly detection.

We look forward to presenting our work at NordSec 2026 and contributing to discussions on the future of secure and resilient IoT systems.

Double Acceptance at ESORICS'26 Workshops

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August 17, 2026

We are excited to announce that two papers have been accepted for the ESORICS'26 workshops, HotDiSec and MIST.

We congratulate the authors on their achievements and look forward to presenting our work and exchanging ideas with researchers at the workshops.

The accepted papers are:

“Federated Learning based Multivariate Time-series Intelligence for Generalized C2 Beaconing Detection”— accepted at HotDiSec “FIIPS@Home+: Towards a Decentralized, Privacy-Preserving and Explainable Edge Security Architecture for Smart Homes and SMEs” — accepted at MIST

Paper accepted at ARES'25

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July 2, 2025

We are thrilled to announce that our paper, “C2 Beaconing Detection via AI-based Time-Series Analysis”, has been accepted for publication at the 20th International Conference on Availability, Reliability and Security (ARES'25), to be held in Ghent, Belgium, from August 11-14, 2025.

In this paper, we present a comprehensive study on detecting Command and Control (C2) beaconing, a critical early warning mechanism for identifying malicious communication channels in cybersecurity. Undetected C2 beaconing can enable persistent access to infected devices, compromising critical infrastructure and posing significant risks. To tackle this challenge, we explore AI-based solutions, including:

Save the date: AnoSiDat 2025 Congress on Anonymisation for Secure Data Use

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June 20, 2025

On 28 and 29 October, the AnoSiDat congress of the federally funded research network on anonymisation will take place at the AXICA congress centre in Berlin. The event offers you the opportunity to get to know the clusters and projects that are part of the research network, including FIIPS@Home, gain insights about their practical applications and join discussions with experts from science, industry and politis. You can look forward to exciting presentations, interactive workshops and stimulating discussions.

ELSI Workshop at Goethe University Frankfurt

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June 13, 2025

On June 12th, 2025, the project’s ELSI workshop took place at Goethe University Frankfurt to analyse the ethical, legal and social implications of the project. In addition to the project participants, four invited speakers as well as additional guests joined the workshop.

After an initial presentation about the project and its approach towards enhancing the security of smart home systems, Prof. Dr. Ralf Kneuper (IU Internationale Hochschule) gave an impulse talk about privacy challenges in smart home systems. Prof. Mag. DDr. Erich Schweighofer (University of Vienna) presented a legal and ethical framework for hardware and software development and co-operation with providers. Dr. Aaron J. Butler (Helmut Schmidt University) presented his approach for establishing ethics in autonomous intelligent systems. Dr. Jacques Ophoff (Abertay University) presented valuable insights regarding consumer privacy concerns and personal IoT device adoption. In two interactive world café sessions, the workshop parcipants discussed legal, ethical and social requirements for the FIIPS ecosystem that will contribute to the further devlopment of the FIIPS app, stick and box.

Paper accepted at WISE

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May 15, 2024

Our paper “An In-Depth Analysis of Security and Privacy Concerns in Smart Home IoT Devices Through Expert User Interviews” by Sascha Löbner, Frédéric Tronnier, László Miller and Jens Lindemann has been accepted for publication at the 2024 World Conference on Information Security Education (WISE 2024), which will take place in Edinburgh from June 12th to 14th. In this paper, we survey smart home usage behavior and user knowledge to identify the need for solutions that educate users on potential threats, and aid them in securing their smart home.

FIIPS@Home at AnoSiDat

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April 9, 2024

On Tuesday, April 16th and Wednesday, April 17th, the congress of the research network on anonymisation for a secure use of data (AnoSiDat), which our project is a part of, will take place in Lübeck.

FIIPS@Home will participate in this congress. On Wednesday, we will present the project in a talk. Furthermore, our poster can be found in the poster sessions on both days, during which we will also be available for questions and discussions about the project.