SECURITY BY DESIGN IOT DEVELOPMENT AND CERTIFICATE FRAMEWORK WITH FRONT-END ACCESS CONTROL

Project Information

IOTAC

Grant agreement ID: 952684

DOI

10.3030/952684

Project closed

EC signature date 21 August 2020

Start date 1 September 2020

End date 31 August 2023

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Total cost

€ 4 999 995,00

EU contribution

€ 4 999 995,00

Coordinated by

ATOS MAGYARORSZAG KORLATOLT FELELOSSSEGU TARSASAG
Hungary

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Open Research Data Pilot (1)

D1.4 Data Management Plan

This document addresses the relevant aspects of making data FAIR findable accessible interoperable and reusable how it will be made accessible for verification and reuse and how it will be curated and preservedIt also contains information about the recruitment of humans for the use cases and the handling of personal data

Documents, reports (19)

D2.1 Conclusions of architecture analysis

The report will summarize the research results in respect of the identified weaknesses and will provide the input for the requirement specification and research activities

D7.4 Summative Evaluation and Lessons Learnt

This report will summarize the findings of the demonstration operations

D7.1 Demonstration use-case specifications and KPIs

This document will specify all details of the demonstrations from the set of KPIs to measured against to the configuration and operational details including the involvement of endusers in case of the smart home case

D8.1 Summary of the standardisation related activities

The document will contain all information about the projects involvement in the work of the various standards bodies its position in regards of new standards and its contributionsrecommendations

D2.4 Security baseline of the IoTAC architecture

This document contains the overall description of the security framework of the IoTAC architecture

D8.4 Annual report of the IoTAC Association

The report will provide an overview about the status and activities of the Association. - Y2 of operation

D9.1a -9.1c Dissemination and Communication Strategy and Annual Plan

This document will contain the annual dissemination and communication programme the project plans to implement including the assessment of the prior results the changes in strategy the expected results of the programmes and an associated financial budget

D3.6 Software Security Assessment Indicators and Models - Final

This deliverable will report the most suitable indicators for measuring the security of software applications running on IoT platforms and describe the software security assessment models that will be developed Final version

D9.5 Dissemination and Communication Strategy and Annual Plan - Y2

This document will contain the annual dissemination and communication programme the project plans to implement including the assessment of the prior results the changes in strategy the expected results of the programmes and an associated financial budget Y2

D9.6 Dissemination and Communication Strategy and Annual Plan - Y3

This document will contain the annual dissemination and communication programme the project plans to implement including the assessment of the prior results the changes in strategy the expected results of the programmes and an associated financial budget Y3

D6.2 Definition of the development/integration environment and KPIs

The report will contain the guidelines for the development and integration strategy

D2.5 Security baseline of the IoTAC architecture - Final

This document contains the overall description of the security framework of the IoTAC architecture Final version

D8.3 Annual report of the IoTAC Association

The report will provide an overview about the status and activities of the Association

D3.7 Vulnerability Prediction Models - Final

This document will survey existing approaches for predicting the existence of vulnerabilities in software applications and introduce novel vulnerability prediction models Final version

D6.1 Design and development guidelines and methodology

This report will contain foundational development guidelines and description of the methodology

D3.2 Software Security Assessment Indicators and Models

This deliverable will report the most suitable indicators for measuring the security of software applications running on IoT platforms and describe the software security assessment models that will be developed

D3.4 Software Security Certification

This document will introduce the security certification process for software applications that will be adopted by the IoTAC project

D3.3 Vulnerability Prediction Models

This document will survey existing approaches for predicting the existence of vulnerabilities in software applications and introduce novel vulnerability prediction models

D2.3 Architecture design document

This report will provide a conceptual model of the system and software architecture of IoTAC on which the technical implementation will be based

Other (3)

D5.2 Working prototype of the SSD and SAM platforms

All components of the SSD and SAM platforms and implemented and tested.

D9.4 Website

The website will be prepared

D5.1 Working prototype of the IoTAC architecture and demonstration use-cases

All the components necessary for the demonstrations is ready, tested and certified/assessed.

Publications

Peer reviewed articles (11)

Modelling of the Energy Depletion Process and Battery Depletion Attacks for Battery-Powered Internet of Things (IoT) Devices

Author(s): Kuaban, Godlove; Gelenbe, Erol; Czachórski, Tadeusz; Czekalski, Piotr; Tangka, Julius
Published in: Sensors, Issue 2023, 23(13), 2023, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23136183

IoT Network Cybersecurity Assessment with the Associated Random Neural Network

Author(s): Gelenbe, Erol; Nakip, Mert
Published in: IEEE Access, Issue Volume: 11, 2023, Page(s) 85501 - 85512, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.5281/zenodo.8169494

Traffic Based Sequential Learning During Botnet Attacks to Identify Compromised IoT Devices

Author(s): Mert Nakıp; Erol Gelenbe
Published in: IEEE Access, Issue 2022, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3226700

Examining the Capacity of Text Mining and Software Metrics in Vulnerability Prediction

Author(s): Kalouptsoglou, Ilias; Siavvas, Miltiadis; Kehagias, Dionysios; Chatzigeorgiou, Alexandros; Ampatzoglou, Apostolos
Published in: Entropy, Issue 2022, Volume 24, Issue 5, 651, 2022, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e24050651

Smart SDN Management of Fog Services to Optimize QoS and Energy.

Author(s): Piotr Fröhlich; Erol Gelenbe; J. Fiołka; Jacek Checinski; Mateusz Nowak; Zdzislaw Filus
Published in: Sensors, Issue semimonthly, 2021, Page(s) 21 pp. 1-18 (3105), ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21093105

Electricity Consumption by ICT: Facts, trends, and measurements

Author(s): Gelenbe, Erol
Published in: Ubiquity, Issue Volume 2023 (Issue August), 2023, Page(s) 1-15, ISSN 1530-2180
Publisher: Association for Computing Machinery
DOI: 10.1145/3613207

Software vulnerability prediction: A systematic mapping study

Author(s): Kalouptsoglou, Ilias; Siavvas, Miltiadis; Ampatzoglou, Apostolos; Kehagias, Dionysios; Chatzigeorgiou, Alexander
Published in: Information and Software Technology, Issue Vol. 164, 2023, 2023, ISSN 0950-5849
Publisher: Elsevier BV
DOI: 10.1016/j.infsof.2023.107303

Improving Massive Access to IoT Gateways

Author(s): Gelenbe, Erol; Nakip, Mert; Czachorski, Tadeusz
Published in: Performance Evaluation, Issue Volumes 157–158, 2022, ISSN 0166-5316
Publisher: Elsevier BV
DOI: 10.5281/zenodo.6969949

Trajectory Planning of Automated Vehicles Using Real-Time Map Updates

Author(s): Szántó, Mátyás; Hidalgo, Carlos; González, Leonardo; Pérez, Joshué; Asua, Estibaliz; Vajta, László
Published in: IEEE Access, Issue Volume 11, 2023, Page(s) 67468 - 67481, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3291350

Time Series Forecasting of Software Vulnerabilities Using Statistical and Deep Learning Models

Author(s): Ilias Kalouptsoglou; Dimitrios Tsoukalas; Miltiadis Siavvas; Dionysios Kehagias; Alexander Chatzigeorgiou; Apostolos Ampatzoglou
Published in: Electronics; Volume 11; Issue 18; Pages: 2820, Issue semimonthly, 2022, Page(s) 2820, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics11182820

Routing Algorithms Simulation for Self-Aware SDN

Author(s): Piotr Pecka; Mateusz Nowak
Published in: Electronics, Issue semimonthly, 2022, Page(s) Volume 11; Issue 1; Pages: 104, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics11010104

Conference proceedings (23)

Energy, QoS and Security Aware Edge Services

Author(s): Gelenbe, Erol; Nowak, Mateusz; Frohlich, Piotr; Fiolka, Jerzy; Checinski, Jacek
Published in: EuroCybersec2021, 2022
Publisher: Springer
DOI: 10.5281/zenodo.6467447

Free By Design: On the Feasibility of Free-Riding Attacks Against Zero-rated Services

Author(s): Fietkau, Julian; Runge, David Pascal; Seifert, Jean-Pierre
Published in: 20th International Conference On Cryptology And Network Security (CANS 2021), 2021, ISBN 978-3-030-92548-2
Publisher: Springer
DOI: 10.5281/zenodo.6471187

An Empirical Evaluation of the Usefulness of Word Embedding Techniques in Deep Learning-based Vulnerability Prediction

Author(s): Kalouptsoglou, Ilias Siavvas, Miltiadis Kehagias, Dionysios Chatzigeorgiou, Alexandros Ampatzoglou, Apostolos
Published in: EuroCybersec2021, 2022
Publisher: Springer
DOI: 10.5281/zenodo.6349479

Randomization of Data Generation Times Improves Performance of Predictive IoT Networks

Author(s): Nakıip, Mert Gelenbe, Erol
Published in: IEEE 7th World Forum on Internet of Things (WF-IoT 2021), 2021
Publisher: IEEE
DOI: 10.5281/zenodo.4721015

Optimizing Energy Usage for an Electric Drone

Author(s): Tadeusz Czachorski; Erol Gelenbe; Godlove Suila Kuaban; Dariusz Marek
Published in: EuroCybersec 2021, 2022, ISBN 978-3-031-09356-2
Publisher: Springer
DOI: 10.5281/zenodo.6511258

Shifting Towards the Highly Distributed Energy Ecosystem

Author(s): Dékány, Donát Vajta, László
Published in: WAIT 2021: Workshop on the Advances of Information Technology, 2021
Publisher: Budapest University of Technology and Economics
DOI: 10.5281/zenodo.5503818

Secure authentication for everyone! Enabling 2nd-factor authentication under real-world constraints

Author(s): Fietkau, Julian; Mehak Zahra, Syeda; Hartung, Markus
Published in: EuroCybersec2021, 2022
Publisher: Springer
DOI: 10.5281/zenodo.6471188

Measurement Based Evaluation and Mitigation of Flood Attacks on a LAN Test-Bed

Author(s): Mohammed Nasereddin; Mert Nakip; Gelenbe, Erol
Published in: Proceedings of the 48th IEEE Conference on Local Computer Networks 2023 (IEEE LCN 2023), 2023
Publisher: IEEE eXpress Conference Publishing
DOI: 10.5281/zenodo.8094796

Botnet Attack Detection with Incremental Online Learning

Author(s): Nakip, Mert; Gelenbe, Erol
Published in: EuroCybersec2021, 2022
Publisher: Springer
DOI: 10.5281/zenodo.6467409

Reinforcement Learning and Energy-Aware Routing

Author(s): Fröhlich, Piotr Gelenbe, Erol Nakip, Mert
Published in: ACM 4th FlexNets'21 Workshop at ACM SIGCOMM 2021, 2021, ISBN 978-1-4503-8383-7
Publisher: ACM SIGCOMM
DOI: 10.5281/zenodo.5109221

Modelling energy changes in the energy harvesting battery of an IoT device

Author(s): Tadeusz Czachórski; Erol Gelenbe; Godlove Suila Kuaban
Published in: Proceedings of the 2022 30th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), Issue 2022, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.6979977

An Ontology-based Approach for Automatic Specification, Verification, and Validation of Software Security Requirements: Preliminary Results

Author(s): Tsoukalas, Dimitrios Siavvas, Miltiadis Mathioudaki, Maria Kehagias ,Dionysios
Published in: IEEE International Conference on Software Quality, Reliability and Security 2021 (QRS 2021), 2021
Publisher: IEEE
DOI: 10.5281/zenodo.6349534

Real-Time Cyberattack Detection with Offline and Online Learning

Author(s): Erol Gelenbe; Mert Nakıp
Published in: 2023 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN), Issue 2023, 2023
Publisher: IEEE
DOI: 10.5281/zenodo.7974859

Modelling the Energy Performance of Off-Grid Sustainable Green Cellular Base Stations

Author(s): Kuaban, Godlove Suila Gelenbe, Erol Czachorski, Tadeusz Czekalski, Piotr
Published in: Proceedings of the 31st International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2023), 2023
Publisher: IEEE
DOI: 10.5281/zenodo.10033234

A self-adaptive approach for assessing the criticality of security-related static analysis alerts

Author(s): Siavvas, Miltiadis Kalouptsoglou, Ilias Tsoukalas, Dimitrios Kehagias, Dionysios
Published in: The 21st International Conference on Computational Science and Its Applications, 2021
Publisher: Springer
DOI: 10.1007/978-3-030-87007-2_21

Effects of Electric Vehicle Charging Stations on Electricity Grid: Challenges and Possible Solutions

Author(s): Sabzi, Shahab Vajta, Lászlo
Published in: WAIT 2021: Workshop on the Advances of Information Technology, 2021
Publisher: Budapest University of Technology and Economics
DOI: 10.5281/zenodo.5503851

Towards a certification scheme for IoT security evaluation

Author(s): Barakat, Ramon; Catal, Faruk; Hackel, Sascha; Rennoch, Axel; Schneider, Martin
Published in: 6th GI/ACM I4.0 Standardization Workshop on Industrial Automation and Control Systems (6th IACS WS’21), 2021
Publisher: German Informatics Society
DOI: 10.5281/zenodo.6469310

Diffusion Analysis Improves Scalability of IoT Networks to Mitigate the Massive Access Problem

Author(s): Gelenbe, Erol Nakip, Mert Marek, Dariusz Czachorski, Tadeusz
Published in: 29th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS), 2021
Publisher: IEEE
DOI: 10.1109/mascots53633.2021.9614289

MIRAI Botnet Attack Detection with Auto-Associative Dense Random Neural Network

Author(s): Nakip, Mert Gelenbe, Erol
Published in: 2021 IEEE Global Communications Conference (GLOBECOM), 2022
Publisher: IEEE
DOI: 10.1109/globecom46510.2021.9685306

IoT Traffic Shaping and the Massive Access Problem

Author(s): Gelenbe, Erol Sigman, Karl
Published in: IEEE International Conference on Communications (IEEE ICC 2022), 2022
Publisher: IEEE
DOI: 10.5281/zenodo.6349552

The IoTAC Software Security-by-Design Platform: Concept, Challenges, and Preliminary Overview

Author(s): Siavvas, Miltiadis; Gelenbe, Erol; Tsoukalas, Dimitrios; Kalouptsoglou, Ilias; Mathioudaki, Maria; Nakip, Mert; Kehagias, Dionysios; Tzovaras, Dimitrios
Published in: Proceedings of the 2022 18th International Conference on the Design of Reliable Communication Networks (DRCN), 2022, ISBN 9781728172453
Publisher: IEEE
DOI: 10.1109/drcn53993.2022.9758028

G-Networks that Detect Different Types of Cyberattacks

Author(s): Gelenbe, Erol; Nakip, Mert
Published in: Proceedings of the 2022 30th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), Issue 2022, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.6969827

Mitigating the Massive Access Problem in the Internet of Things

Author(s): Gelenbe, Erol; Nakip, Mert; Marek, Dariusz; Czachorski, Tadeusz
Published in: EuroCybersec2021, 2022
Publisher: Springer
DOI: 10.5281/zenodo.6467431

Other (1)

Enhanced motion-based segmentation of vision sensed environment of moving vehicles

Author(s): Szántó, Mátyás Vajta, László
Published in: THE 1st ISRAELI SMART TRANSPORTATION RESEARCH CENTER (ISTCR) ANNUAL CONFERENCE, 2021
Publisher: ISTCR
DOI: 10.5281/zenodo.5521314

Monographic books (1)

Revised Selected Papers of the Second International Symposium, EuroCybersec 2021

Author(s): Erol Gelenbe, Marija Jankovic, Dionysios Kehagias, Anna Marton, Andras Vilmos (Eds.)
Published in: Security in Computer and Information Sciences, 2022, ISBN 978-3-031-09357-9
Publisher: Springer
DOI: 10.1007/978-3-031-09357-9