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Using EM Side-Channels Near a Bluetooth Server Implementation to Monitor Bit-Level Leakages in BLE Communications Channels

Metadata Updated: May 15, 2024

Dataset for figures in the publication, "Using EM Side-Channels Near a Bluetooth Server Implementation to Monitor Bit-Level Leakages in BLE Communications Channels," by V.V Iyer and J.D. Rezac (GLSVLSI 2024). The abstract for this publication is as follows: Unintentional electromagnetic (EM) emanations from general purpose embedded systems have been comprehensively studied as data recovery and monitoring tools for hardware security. While the potency of these physical side channels has been repeatedly demonstrated on embedded cryptosystems and microprocessors, limited work has been performed on judging their effectiveness in surveilling wireless communication between interconnected devices. This work uses EM side channels near a Bluetooth Low Energy (BLE) server to recover data received from a client. The method uses near-field EM scans to isolate on-chip locations susceptible to data leakage. At these locations, information leakage from a p-bit data value is partitioned into p bit-wise components. These components are individually and independently classified using SVMs trained on a novel side-channel metric. Only O(p^2) measurements and p bit-wise classifications are needed to identify which of the 2^p possible values has been received. The performance of the method is evaluated using the average recovery rate across bits in several unknown test data packets?a recovery rate of ? 96% was observed when the method was tested on a commercial BLE module.

Access & Use Information

Public: This dataset is intended for public access and use. License: See this page for license information.

Downloads & Resources

Dates

Metadata Created Date May 15, 2024
Metadata Updated Date May 15, 2024
Data Update Frequency irregular

Metadata Source

Harvested from NIST

Additional Metadata

Resource Type Dataset
Metadata Created Date May 15, 2024
Metadata Updated Date May 15, 2024
Publisher National Institute of Standards and Technology
Maintainer
Identifier ark:/88434/mds2-3176
Data First Published 2024-05-10
Language en
Data Last Modified 2024-05-10 00:00:00
Category Advanced Communications:Wireless (RF), Mathematics and Statistics:Image and signal processing, Information Technology:Privacy
Public Access Level public
Data Update Frequency irregular
Bureau Code 006:55
Metadata Context https://project-open-data.cio.gov/v1.1/schema/data.json
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id 5d1cfcaf-f7c2-4c67-b788-79ead6f5dc35
Harvest Source Id 74e175d9-66b3-4323-ac98-e2a90eeb93c0
Harvest Source Title NIST
Homepage URL https://data.nist.gov/od/id/mds2-3176
License https://www.nist.gov/open/license
Program Code 006:045
Source Datajson Identifier True
Source Hash daf9de7e884ceee896c8e8538ab440ebdf6d1e43662affad7be3a5640b557f3a
Source Schema Version 1.1

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