activity
20152023
most citedBenchmarking TinyML Systems: Challenges and Direction

200 citations · 433 across the 13 of their papers we have counts for

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6 papers · 1 filter

cs.NI2023

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

Angelo Feraudo, Diana Andreea Popescu, Poonam Yadav +2

As the prevalence of Internet-of-Things (IoT) devices becomes more and more dominant, so too do the associated management and security challenges. One such challenge is the exploit…

cs.NI2022

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

Vijay Kumar, Poonam Yadav, Leandro Soares Indrusiak

Edge computing has gained attention in recent years due to the adoption of many Internet of Things (IoT) applications in domestic, industrial and wild settings. The resiliency and…

cs.NI2020★ 17 cited

The Case for Retraining of ML Models for IoT Device Identification at the Edge

Roman Kolcun, Diana Andreea Popescu, Vadim Safronov +5

Internet-of-Things (IoT) devices are known to be the source of many security problems, and as such they would greatly benefit from automated management. This requires robustly iden…

cs.NI2020

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

Poonam Yadav, Angelo Feraudo, Budi Arief +2

The popularity of the Internet of Things (IoT) devices makes it increasingly important to be able to fingerprint them, for example in order to detect if there are misbehaving or ev…

cs.NI2020★ 6 cited

SoK: Beyond IoT MUD Deployments -- Challenges and Future Directions

Angelo Feraudo, Poonam Yadav, Richard Mortier +2

Due to the advancement of IoT devices in both domestic and industrial environments, the need to incorporate a mechanism to build accountability in the IoT ecosystem is paramount. I…

cs.NI2019★ 8 cited

Network Service Dependencies in Commodity Internet-of-Things Devices

Poonam Yadav, Qi Li, Anthony Brown +1

We continue to see increasingly widespread deployment of IoT devices, with apparent intent to embed them in our built environment likely to accelerate if smart city and related pro…