Aaron Ding

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Aaron Ding

Dr.

 https://orcid.org/0000-0003-4173-031X
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  • Accountable AI for Healthcare IoT Systems

    Bagave, P., Westberg, M., Dobbe, R., Janssen, M. & Ding, A. Y., 2022, Proceedings - 2022 IEEE 4th International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications, TPS-ISA 2022. IEEE, p. 20-28 9 p. (Proceedings - 2022 IEEE 4th International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications, TPS-ISA 2022).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    47 Downloads (Pure)

  • Bias Detection and Generalization in AI Algorithms on Edge for Autonomous Driving

    Katare, D., Kourtellis, N., Park, S., Perino, D., Janssen, M. & Ding, A. Y., 2023, Proceedings - 2022 IEEE/ACM 7th Symposium on Edge Computing, SEC 2022. p. 342-348 7 p. (Proceedings - 2022 IEEE/ACM 7th Symposium on Edge Computing, SEC 2022).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    2 Citations (Scopus)
    54 Downloads (Pure)

  • Bias in Automated Speaker Recognition

    Hutiri, W. T. & Ding, A. Y., 2022, Proceedings of 2022 5th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2022. Association for Computing Machinery (ACM), p. 230-247 18 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    17 Citations (Scopus)
    131 Downloads (Pure)

  • Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning

    Toussaint, W., Mathur, A., Ding, A. Y. & Kawsar, F., 2021, SenSys 2021 - Proceedings of the 2021 19th ACM Conference on Embedded Networked Sensor Systems. Association for Computing Machinery (ACM), p. 439-445 7 p. (SenSys 2021 - Proceedings of the 2021 19th ACM Conference on Embedded Networked Sensor Systems).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    5 Citations (Scopus)
    91 Downloads (Pure)

  • DatEthics: Ethical Data-Centric Design of Intelligent Behaviour

    Bourgeois, J., Vroon, J., Ding, A. Y. & Peltonen, E., 2020, Extended Abstracts - 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Expanding the Horizon of Mobile Interaction, MobileHCI 2020. Association for Computing Machinery (ACM), 3 p. 3424589. (Extended Abstracts - 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Expanding the Horizon of Mobile Interaction, MobileHCI 2020).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • DevLoc: Seamless device association using light bulb networks for indoor iot environments

    Haus, M., Ott, J. & DIng, A. Y., 2020, Proceedings - 5th ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI 2020. IEEE, p. 231-237 7 p. 9097526. (Proceedings - 5th ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI 2020).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    55 Downloads (Pure)

  • ECCO: Edge-cloud chaining and orchestration framework for road context assessment

    Cozzolino, V., Ott, J., DIng, A. Y. & Mortier, R., 2020, Proceedings - 5th ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI 2020. IEEE, p. 223-230 8 p. 9097607. (Proceedings - 5th ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI 2020).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    11 Citations (Scopus)
    136 Downloads (Pure)

  • Edge chaining framework for black ice road fingerprinting

    Cozzolino, V., Ding, A. Y. & Ott, J., 2019, EdgeSys 2019 - Proceedings of the 2nd ACM International Workshop on Edge Systems, Analytics and Networking, Part of EuroSys 2019: EdgeSys 2019. Ding, A. Y. & Mortier, R. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), p. 42-47 6 p. (EdgeSys 2019 - Proceedings of the 2nd ACM International Workshop on Edge Systems, Analytics and Networking, Part of EuroSys 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    6 Citations (Scopus)
    192 Downloads (Pure)

  • Energy-efficient Edge Approximation for Connected Vehicular Services

    Katare, D. & Ding, A. Y., 2023, 2023 57th Annual Conference on Information Sciences and Systems, CISS 2023. IEEE, p. 1-6 6 p. (2023 57th Annual Conference on Information Sciences and Systems, CISS 2023).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    34 Downloads (Pure)

  • Enhancing Indoor IoT Communication with Visible Light and Ultrasound

    Haus, M., Ding, A. Y., Wang, Q., Toivonen, J., Tonetto, L., Tarkoma, S. & Ott, J., 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. IEEE, Vol. 2019-May. 8762001. (IEEE International Conference on Communications; vol. 2019-May).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    8 Citations (Scopus)
    263 Downloads (Pure)

  • Ethical hacking for boosting IoT vulnerability management: A first look into bug bounty programs and responsible disclosure

    Ding, A. Y., De Jesus, G. L. & Janssen, M., 2019, ICTRS 2019 - Proceedings of the 8th International Conference on Telecommunications and Remote Sensing. Lazarov, A., Shishkov, B., Mitrakos, D. & Janssen, M. (eds.). Association for Computing Machinery (ACM), p. 49-55 7 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    13 Citations (Scopus)
    196 Downloads (Pure)

  • Feasibility study of autonomous drone-based IoT device management in indoor environments

    Haus, M., Krol, J., Ding, A. Y. & Ott, J., 2019, MAGESys 2019 - Proceedings of the 2019 ACM SIGCOMM Workshop on Mobile AirGround Edge Computing, Systems, Networks, and Applications, Part of SIGCOMM 2019. Association for Computing Machinery (ACM), p. 1-7 7 p. (MAGESys 2019 - Proceedings of the 2019 ACM SIGCOMM Workshop on Mobile AirGround Edge Computing, Systems, Networks, and Applications, Part of SIGCOMM 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    5 Citations (Scopus)
    1 Downloads (Pure)

  • Lessons in Prevention and Cure: A User Study of Recovery from Flubot Smartphone Malware

    Geers, A., Ding, A., Gañán, C. H. & Parkin, S., 2023, Proceedings - EuroUSEC 2023: 2023 European Symposium on Usable Security. Association for Computing Machinery (ACM), p. 126-142 17 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    15 Downloads (Pure)

  • LocalVLC: Augmenting smart IoT services with practical visible light communication

    Haus, M., Ding, A. Y. & Ott, J., 2019, 20th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2019. IEEE, 8793022. (20th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    7 Citations (Scopus)
    111 Downloads (Pure)

  • Machine learning systems in the IoT: Trustworthiness trade-offs for edge intelligence

    Toussaint, W. & Ding, A. Y., 2020, Proceedings - 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence, CogMI 2020. IEEE, p. 177-184 8 p. 9319287. (Proceedings - 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence, CogMI 2020).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    6 Citations (Scopus)
    55 Downloads (Pure)

  • MirageManager: Enabling stateful migration for unikernels

    Cozzolino, V., Flum, O., Ding, A. Y. & Ott, J., 2020, CCIoT 2020 - Proceedings of the 2020 Cloud Continuum Services for Smart IoT Systems, Part of SenSys 2020. Association for Computing Machinery (ACM), p. 13-19 7 p. (CCIoT 2020 - Proceedings of the 2020 Cloud Continuum Services for Smart IoT Systems, Part of SenSys 2020).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    1 Citation (Scopus)

  • Multimodal Co-Presence Detection with Varying Spatio-Temporal Granularity

    Haus, M., Ding, A. Y. & Ott, J., 2020, 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2020. IEEE, 9156105. (2020 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2020).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    3 Citations (Scopus)
    77 Downloads (Pure)

  • Opportunities for Applications Using 5G Networks: Requirements, Challenges, and Outlook

    Ding, A. Y. & Janssen, M., 2018, Proceedings of the Seventh International Conference on Telecommunications and Remote Sensing (ICTRS 2018). Association for Computing Machinery (ACM), p. 27-34

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    33 Citations (Scopus)
    75 Downloads (Pure)

  • Real-time IoT Device Activity Detection in Edge Networks

    Hafeez, I., Ding, A. Y., Antikainen, M. & Tarkoma, S., 2018, Proceedings of the 12th International International Conference on Network and System Security (NSS 2018). Springer, Vol. 11058. p. 221-236 16 p. (Lecture Notes in Computer Science; vol. 11058).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    51 Downloads (Pure)

  • The road towards private proximity services

    Haus, M., Ding, A. Y. & Ott, J., 2019, 20th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2019. IEEE, 8793013. (20th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2019).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    108 Downloads (Pure)

  • The Virtual Factory: Hologram-Enabled Control and Monitoring of Industrial IoT Devices

    Cozzolino, V., Moroz, O. & Ding, A. Y., 2018, Proceedings of 2018 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR 2018). IEEE, p. 120-123

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    82 Downloads (Pure)

  • Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services

    Toussaint, W. & Ding, A. Y., 2022, Proceedings - 2022 IEEE International Conference on Services Computing, SCC 2022. Ardagna, C. A., Bian, H., Chang, C. K., Chang, R. N., Damiani, E., Dustdar, S., Marco, J., Singh, M., Teniente, E., Ward, R., Wang, Z., Xhafa, F. & Zhang, J. (eds.). IEEE, p. 239-248 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    46 Downloads (Pure)

  • Trustworthy and Sustainable Edge AI: A Research Agenda

    Ding, A. Y., Janssen, M. & Crowcroft, J., 2021, Proceedings - 2021 3rd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2021. IEEE, p. 164-172 9 p. (Proceedings - 2021 3rd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2021).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    308 Downloads (Pure)

  • Where are you going next? A practical multi-dimensional look at mobility prediction

    Alipour, B., Tonetto, L., Ketabi, R., Ding, A. Y., Ott, J. & Helmy, A., 2019, MSWiM 2019 - Proceedings of the 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems. Association for Computing Machinery (ACM), p. 5-12 8 p. (MSWiM 2019 - Proceedings of the 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    13 Citations (Scopus)
    37 Downloads (Pure)

  • Where Is My Tag? Unveiling Alternative Uses of the Apple FindMy Service

    Tonetto, L., Carrara, A., Ding, A. Y. & Ott, J., 2022, Proceedings - 2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2022. Chen, L. L., Melodia, T., Tsiropoulou, E. E., Chiasserini, C. F., Bruno, R., Bhattacharjee, S., Frangoudis, P. & Nadendla, V. S. S. (eds.). IEEE, p. 396-405 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    65 Downloads (Pure)