Poonam Yadav

Search results

• 2024

  Advancements in Machine Learning in Sensor Systems: Insights from Sensys-ML and TinyML Communities

  Yadav, P., 24 Jun 2024, Proceedings - 2024 IEEE 3rd Workshop on Machine Learning on Edge in Sensor Systems, SenSys-ML 2024. Institute of Electrical and Electronics Engineers Inc., p. 21-26 6 p. (Proceedings - 2024 IEEE 3rd Workshop on Machine Learning on Edge in Sensor Systems, SenSys-ML 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Demo: Battery Depletion Attack Through Packet Injection on IoT Thread Mesh Network

  Yadav, P., 16 Feb 2024, 2024 16th International Conference on COMmunication Systems and NETworkS, COMSNETS 2024. p. 318-320 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• HIFFR: Hybrid Intelligent Fast Failure Recovery Framework for Enhanced Resilience in Software Defined Networks

  Alawadh, R., Yadav, P. & Ahmadi, H., 2024, Proceedings - 11th International Conference on Wireless Networks and Mobile Communications, WINCOM 2024. Zaidi, S. A. R., Ibrahimi, K., El Kamili, M., Kobbane, A. & Aslam, N. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings - 11th International Conference on Wireless Networks and Mobile Communications, WINCOM 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Hyperledger Fabric Platform for Secure and Efficient Data Sharing in Autonomous Vehicles

  Alhabib, R. & Yadav, P., 2024, Proceedings - 11th International Conference on Wireless Networks and Mobile Communications, WINCOM 2024. Zaidi, S. A. R., Ibrahimi, K., El Kamili, M., Kobbane, A. & Aslam, N. (eds.). IEEE Communications Society, (Proceedings - 11th International Conference on Wireless Networks and Mobile Communications, WINCOM 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Introducing v0.5 of the AI Safety Benchmark from MLCommons

  Vidgen, B., Agrawal, A., Akinwande, V., Al-Nuaimi, N., Alfaraj, N., Alhajjar, E., Aroyo, L., Bavalatti, T., Blili-Hamelin, B., Bollacker, K., Bomassani, R., Boston, M. F., Campos, S., Chakra, K., Chen, C., Coleman, C., Coudert, Z. D., Derczynski, L., Dutta, D. & Eisenberg, I. & 76 others, Ezick, J., Frase, H., Fuller, B., Gandikota, R., Gangavarapu, A., Gangavarapu, A., Gealy, J., Ghosh, R., Goel, J., Gohar, U., Goswami, S., Hale, S. A., Hutiri, W., Imperial, J. M., Jandial, S., Judd, N., Juefei-Xu, F., Khomh, F., Kailkhura, B., Kirk, H. R., Klyman, K., Knotz, C., Kuchnik, M., Kumar, S. H., Lengerich, C., Li, B., Liao, Z., Long, E. P., Lu, V., Mai, Y., Mammen, P. M., Manyeki, K., McGregor, S., Mehta, V., Mohammed, S., Moss, E., Nachman, L., Naganna, D. J., Nikanjam, A., Nushi, B., Oala, L., Orr, I., Parrish, A., Patlak, C., Pietri, W., Poursabzi-Sangdeh, F., Presani, E., Puletti, F., Röttger, P., Sahay, S., Santos, T., Scherrer, N., Sebag, A. S., Schramowski, P., Shahbazi, A., Sharma, V., Shen, X., Sistla, V., Tang, L., Testuggine, D., Thangarasa, V., Watkins, E. A., Weiss, R., Welty, C., Wilbers, T., Williams, A., Wu, C.-J., Yadav, P., Yang, X., Zeng, Y., Zhang, W., Zhdanov, F., Zhu, J., Liang, P., Mattson, P. & Vanschoren, J., 18 Apr 2024.

  Research output: Working paper › Preprint

  File

• Machine Learning on Edge in Sensor Systems (SenSys-ML 2024)

  Yadav, P., Ngai, E. C. H., Gupta, M., Shresthamali, S. & Ranjan, A., 24 Jun 2024, Proceedings - 2024 IEEE 3rd Workshop on Machine Learning on Edge in Sensor Systems, SenSys-ML 2024. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (Proceedings - 2024 IEEE 3rd Workshop on Machine Learning on Edge in Sensor Systems, SenSys-ML 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Mitigating IoT Botnet DDoS Attacks through MUD and eBPF based Traffic Filtering

  Feraudo, A., Popescu, D. A., Yadav, P., Mortier, R. & Bellavista, P., 22 Jan 2024, ACM International Conference Proceeding Series. ACM, p. 164-173 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Personal Data Sovereignty in Virtual Enterprises: Implementing Data Capsules for Enhanced Privacy and Compliance

  Baraku, V., Paraskakis, I., Veloudis, S. & Yadav, P., 12 Sept 2024, Navigating Unpredictability: Collaborative Networks in Non-linear Worlds - 25th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2024, Proceedings. Camarinha-Matos, L. M., Ortiz, A., Boucher, X. & Barthe-Delanoë, A.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 447-461 15 p. (IFIP Advances in Information and Communication Technology; vol. 726 IFIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Responsible Information Sharing in the Era of Big Data Analytics Facilitating Digital Economy Through the Use of Blockchain Technology and Observing GDPR

  Baraku, V., Paraskakis, I., Veloudis, S. & Yadav, P., 4 May 2024, Proceedings of the 14th International Conference on Cloud Computing and Services Science, CLOSER 2024. van Steen, M. & Pahl, C. (eds.). Science and Technology Publications, Lda, p. 257-264 8 p. (International Conference on Cloud Computing and Services Science, CLOSER - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Unveiling Internet Censorship: Analysing the Impact of Nation States' Content Control Efforts on Internet Architecture and Routing Patterns

  Levett, J., Vassilakis, V. & Yadav, P., 29 Feb 2024, arXiv.

  Research output: Working paper › Preprint

  File
• 2023

  Challenges in the Design and Implementation of IoT Testbeds in Smart-Cities: A Systematic Review

  Kumar, V., Gunner, S., Spyridopoulos, T., Vafeas, A., Pope, J., Yadav, P., Oikonomou, G. & Tryfonas, T., 21 Feb 2023.

  Research output: Working paper › Preprint

  File

• Federated benchmarking of medical artificial intelligence with MedPerf

  FeTS Consortium, 17 Jul 2023, In: Nature Machine Intelligence. 5, 7, p. 799-810 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Mitigating IoT Botnet DDos Attacks through MUD and eBPF based Traffic Filtering

  Feraudo, A., Popescu, D. A., Yadav, P., Mortier, R. & Bellavista, P., 3 May 2023, arXiv.

  Research output: Working paper › Preprint

  File

• Resilient Edge: Building an adaptive and resilient multi-communication network for IoT Edge using LPWAN and WiFi

  Kumar, V., Yadav, P. & Soares Indrusiak, L., 1 Sept 2023, In: IEEE Transactions on Network and Service Management. 20, 3, p. 3055-3071 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Significance of anonymity and privacy in improving inclusivity and diversity in Higher Education Learning Environments

  Yadav, P., 18 Jan 2023, arXiv.

  Research output: Working paper › Preprint

  File

• Vincy: A Smart-contract based Data Integrity and Validation Tooling for Automated Vehicle Incident Investigation

  Budel, A., Alhabib, R., Nicholson, M. & Yadav, P., 22 Nov 2023, arXiv.

  Research output: Working paper › Preprint

  File
• 2022

  Resilient Edge: Can we achieve Network Resiliency at the IoT Edge using LPWAN and WiFi?

  Kumar, V., Yadav, P. & Indrusiak, L. S., 7 May 2022, arXiv.

  Research output: Working paper › Preprint

  File
• 2021

  Defining the Behavior of IoT Devices through the MUD Standard: Review, Challenges, and Research Directions

  Hernandez-Ramos, J. L., Matheu, S. N., Feraudo, A., Baldini, G., Bernabe, J. B., Yadav, P., Skarmeta, A. & Bellavista, P., 9 Sept 2021, In: IEEE Access. 9, p. 126265-126285 21 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

  Karargyris, A., Umeton, R., Sheller, M. J., Aristizabal, A., George, J., Bala, S., Beutel, D. J., Bittorf, V., Chaudhari, A., Chowdhury, A., Coleman, C., Desinghu, B., Diamos, G., Dutta, D., Feddema, D., Fursin, G., Guo, J., Huang, X., Kanter, D. & Kashyap, S. & 22 others, Lane, N., Mallick, I., Mascagni, P., Mehta, V., Natarajan, V., Nikolov, N., Padoy, N., Pekhimenko, G., Reddi, V. J., Reina, G. A., Ribalta, P., Rosenthal, J., Singh, A., Thiagarajan, J. J., Wuest, A., Xenochristou, M., Xu, D., Yadav, P., Rosenthal, M., Loda, M., Johnson, J. M. & Mattson, P., 29 Sept 2021, arXiv.

  Research output: Working paper › Preprint

  File

• Revisiting IoT Device Identification

  Kolcun, R., Popescu, D. A., Safronov, V., Yadav, P., Mandalari, A. M., Mortier, R. & Haddadi, H., 14 Sept 2021, IFIP - International Federation for Information Processing.

  Research output: Working paper › Preprint

  File
• 2020

  Benchmarking TinyML Systems: Challenges and Direction

  Banbury, C. R., Reddi, V. J., Lam, M., Fu, W., Fazel, A., Holleman, J., Huang, X., Hurtado, R., Kanter, D., Lokhmotov, A., Patterson, D., Pau, D., Seo, J.-S., Sieracki, J., Thakker, U., Verhelst, M. & Yadav, P., 10 Mar 2020, SysML 2020, Proceedings.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• CoLearn: Enabling federated learning in MUD-compliant IoT edge networks

  Feraudo, A., Yadav, P., Safronov, V., Popescu, D. A., Mortier, R., Wang, S., Bellavista, P. & Crowcroft, J., 25 Apr 2020, EdgeSys 2020 - Proceedings of the 3rd ACM International Workshop on Edge Systems, Analytics and Networking, Part of EuroSys 2020. Association for Computing Machinery, Inc, p. 25–30 6 p. (EdgeSys 2020 - Proceedings of the 3rd ACM International Workshop on Edge Systems, Analytics and Networking, Part of EuroSys 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Position paper: A systematic framework for categorising IoT device fingerprinting mechanisms

  Yadav, P., Feraudo, A., Arief, B., Shahandashti, S. F. & Vassilakis, V. G., 16 Oct 2020, AIChallengeIoT '20: Proceedings of the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things. ACM, p. 62–68 7 p. (ACM AIChallengeIoT (Sensys 2020)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
• 2019

  Enforcing accountability in Smart built-in IoT environment using MUD

  Yadav, P., Safronov, V. & Mortier, R., 13 Nov 2019, BuildSys 2019 - Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. Association for Computing Machinery, Inc, p. 368-369 2 p. (BuildSys 2019 - Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2018

  A Collaborative Citizen Science Platform for Real-Time Volunteer Computing and Games

  Yadav, P., Charalampidis, I., Cohen, J., Darlington, J. & Grey, F., Mar 2018, In: IEEE Transactions on Computational Social Systems. 5, 1, p. 9-19 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Providing occupancy as a service with databox

  Yadav, P., Moore, J., Li, Q., Mortier, R., Amar, Y., Shamsabadi, A. S., Brown, A., Crabtree, A., Greenhalgh, C., McAuley, D. & Haddadi, H., 4 Nov 2018, CitiFog 2018 - Proceedings of the 1st Workshop on Smart Cities and Fog Computing, Part of SenSys 2018. Krishnamachari, B. & Ramachandran, G. S. (eds.). Association for Computing Machinery, Inc, p. 29-34 6 p. (CitiFog 2018 - Proceedings of the 1st Workshop on Smart Cities and Fog Computing, Part of SenSys 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2017

  Self-Synchronization in Duty-Cycled Internet of Things (IoT) Applications

  Yadav, P., McCann, J. A. & Pereira, T., 20 Oct 2017, In: IEEE Internet of Things Journal. 4, 6, p. 2058-2069 12 p., 8077759.

  Research output: Contribution to journal › Article › peer-review
• 2015

  Enforcement of Autonomous Authorizations in Collaborative Distributed Query Evaluation

  Qiang Zeng, Mingyi Zhao, Peng Liu, Seraphin Calo & Jorge Lobo, 1 Apr 2015, In: IEEE Transactions on Knowledge and Data Engineering. 27, p. 979-992 14 p.

  Research output: Contribution to journal › Article › peer-review
• 2007

  Architecture for application development on the fly for wireless sensor networks

  Yadav, P., Yadav, N. & Thuremella, A., 2007, p. 145-148. 4 p.

  Research output: Contribution to conference › Paper › peer-review

• Cluster Based Hierarchical Wireless Sensor Networks (CHWSN) and time synchronization in CHWSN

  Yadav, P., Yadav, N. & Varma, S., 2007, ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings. p. 1149-1154 6 p. 4392190. (ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution