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Tweak: Towards Portable Deep Learning Models for Domain-Agnostic LoRa
  Device Authentication

Tweak: Towards Portable Deep Learning Models for Domain-Agnostic LoRa Device Authentication

IEEE Conference on Communications and Network Security (IEEE CNS), 2022
2 September 2022
Jared Gaskin
B. Hamdaoui
Weng-Keen Wong
ArXiv (abs)PDFHTMLGithub

Papers citing "Tweak: Towards Portable Deep Learning Models for Domain-Agnostic LoRa Device Authentication"

7 / 7 papers shown
On the Domain Generalizability of RF Fingerprints Through Multifractal
  Dimension Representation
On the Domain Generalizability of RF Fingerprints Through Multifractal Dimension Representation
Benjamin Johnson
B. Hamdaoui
180
1
0
15 Feb 2024
Domain-Adaptive Device Fingerprints for Network Access Authentication
  Through Multifractal Dimension Representation
Domain-Adaptive Device Fingerprints for Network Access Authentication Through Multifractal Dimension Representation
Benjamin Johnson
B. Hamdaoui
138
1
0
15 Aug 2023
EPS: Distinguishable IQ Data Representation for Domain-Adaptation
  Learning of Device Fingerprints
EPS: Distinguishable IQ Data Representation for Domain-Adaptation Learning of Device Fingerprints
Abdurrahman Elmaghbub
B. Hamdaoui
319
12
0
08 Aug 2023
On the Impact of the Hardware Warm-Up Time on Deep Learning-Based RF
  Fingerprinting
On the Impact of the Hardware Warm-Up Time on Deep Learning-Based RF Fingerprinting
Abdurrahman Elmaghbub
B. Hamdaoui
216
3
0
31 Jul 2023
HiNoVa: A Novel Open-Set Detection Method for Automating RF Device
  Authentication
HiNoVa: A Novel Open-Set Detection Method for Automating RF Device AuthenticationInternational Symposium on Computers and Communications (ISCC), 2023
Luke Puppo
Weng-Keen Wong
B. Hamdaoui
Abdurrahman Elmaghbub
144
5
0
16 May 2023
ADL-ID: Adversarial Disentanglement Learning for Wireless Device
  Fingerprinting Temporal Domain Adaptation
ADL-ID: Adversarial Disentanglement Learning for Wireless Device Fingerprinting Temporal Domain Adaptation
Abdurrahman Elmaghbub
B. Hamdaoui
Weng-Keen Wong
176
17
0
29 Jan 2023
Uncovering the Portability Limitation of Deep Learning-Based Wireless
  Device Fingerprints
Uncovering the Portability Limitation of Deep Learning-Based Wireless Device Fingerprints
B. Hamdaoui
Abdurrahman Elmaghbub
184
9
0
14 Nov 2022
1
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