No Blind Spots: On the Resiliency of Device Fingerprints to Hardware Warm-Up Through Sequential Transfer Learning

Author:

Elmaghbub Abdurrahman1ORCID,Hamdaoui Bechir1ORCID

Affiliation:

1. Oregon State University, Corvallis, OR, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference20 articles.

1. Exposing the Fingerprint: Dissecting the Impact of the Wireless Channel on Radio Fingerprinting

2. LoRa Device Fingerprinting in the Wild: Disclosing RF Data-Driven Fingerprint Sensitivity to Deployment Variability

3. Abdurrahman Elmaghbub and Bechir Hamdaoui. 2023. EPS: distinguishable IQ data representation for domain-adaptation learning of device fingerprints. arXiv preprint arXiv:2308.04467 (2023).

4. Abdurrahman Elmaghbub, Bechir Hamdaoui, and Arun Natarajan. 2020. WideScan: Exploiting Out-of-Band Distortion for Device Classification Using Deep Learning. In IEEE Global Communications Conference. 1--6.

5. Abdurrahman Elmaghbub, Bechir Hamdaoui, and Weng-Keen Wong. 2023. ADL-ID: Adversarial Disentanglement Learning for Wireless Device Fingerprinting Temporal Domain Adaptation. arXiv preprint arXiv:2301.12360 (2023).

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