Key Generation for Secure Distributed Detection in IoT using Polar Quantization

Henri Hentilä; Visa Koivunen; H. Vincent Poor

doi:10.1109/IEEECONF44664.2019.9048837

Key Generation for Secure Distributed Detection in IoT using Polar Quantization

Henri Hentilä, Visa Koivunen, H. Vincent Poor

Visa Koivunen Group

Princeton University

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference contribution › Scientific › vertaisarvioitu

2 Sitaatiot (Scopus)

Abstrakti

The problem of securing the communication in an IoT sensor network from malicious eavesdroppers is studied. One-time pad encryption is found to be a suitable encryption method for this type of setting, reducing the problem to the generation of secret keys to be used for the encryption. We propose a novel physical-layer security based key generation protocol where a Gaussian source derived from the wireless communicaton channel between key generating pairs is transformed into an erasure channel. The proposed method is shown to outperform other similar methods when allowing for a higher BER in the generated keys and constraining the rate of communication. We also analyze how the BER of the generated keys affects the underlying inference task of the sensor network.

Alkuperäiskieli	Englanti
Otsikko	Asilomar Conference on Signals, Systems, and Computers proceedings
Toimittajat	Michael B. Matthews
Kustantaja	IEEE
Sivut	1916-1920
Sivumäärä	5
ISBN (elektroninen)	9781728143002
DOI - pysyväislinkit	https://doi.org/10.1109/IEEECONF44664.2019.9048837
Tila	Julkaistu - marrask. 2019
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	Asilomar Conference on Signals, Systems & Computers - Pacific Grove, Yhdysvallat Kesto: 3 marrask. 2019 → 6 marrask. 2019

Julkaisusarja

Nimi	Asilomar Conference on Signals, Systems, and Computers proceedings
ISSN (elektroninen)	1058-6393

Conference

Conference	Asilomar Conference on Signals, Systems & Computers
Lyhennettä	ACSSC
Maa/Alue	Yhdysvallat
Kaupunki	Pacific Grove
Ajanjakso	03/11/2019 → 06/11/2019

Pääsy asiakirjaan

10.1109/IEEECONF44664.2019.9048837

OpenUrl-saatavuus

Koko teksti

Muut tiedostot ja linkit

Link to publication in Scopus

WiFiuS: Tietoturvallinen päättely esineiden internetissä (IOT)
Koivunen, V., Naseri, H., Mozafari Majd, M., Halme, T., Vesselinova, N. & Hentilä, H.
12/04/2017 → 31/12/2019
Projekti: Academy of Finland: Other research funding

Siteeraa tätä

Hentilä, H., Koivunen, V., & Poor, H. V. (2019). Key Generation for Secure Distributed Detection in IoT using Polar Quantization. teoksessa M. B. Matthews (Toimittaja), Asilomar Conference on Signals, Systems, and Computers proceedings (Sivut 1916-1920). [9048837] (Asilomar Conference on Signals, Systems, and Computers proceedings). IEEE. https://doi.org/10.1109/IEEECONF44664.2019.9048837

@inproceedings{1b59dc32b4014ad794e1045c97322bd3,

title = "Key Generation for Secure Distributed Detection in IoT using Polar Quantization",

abstract = "The problem of securing the communication in an IoT sensor network from malicious eavesdroppers is studied. One-time pad encryption is found to be a suitable encryption method for this type of setting, reducing the problem to the generation of secret keys to be used for the encryption. We propose a novel physical-layer security based key generation protocol where a Gaussian source derived from the wireless communicaton channel between key generating pairs is transformed into an erasure channel. The proposed method is shown to outperform other similar methods when allowing for a higher BER in the generated keys and constraining the rate of communication. We also analyze how the BER of the generated keys affects the underlying inference task of the sensor network.",

keywords = "AWGN, distributed detection, physical-layer security, polar quantization, secret key generation",

author = "Henri Hentil{\"a} and Visa Koivunen and Poor, {H. Vincent}",

year = "2019",

month = nov,

doi = "10.1109/IEEECONF44664.2019.9048837",

language = "English",

series = "Asilomar Conference on Signals, Systems, and Computers proceedings",

publisher = "IEEE",

pages = "1916--1920",

editor = "Matthews, {Michael B.}",

booktitle = "Asilomar Conference on Signals, Systems, and Computers proceedings",

address = "United States",

note = "Asilomar Conference on Signals, Systems & Computers, ACSSC ; Conference date: 03-11-2019 Through 06-11-2019",

}

Hentilä, H , Koivunen, V & Poor, HV 2019, Key Generation for Secure Distributed Detection in IoT using Polar Quantization. julkaisussa MB Matthews (Toimittaja), Asilomar Conference on Signals, Systems, and Computers proceedings., 9048837, Asilomar Conference on Signals, Systems, and Computers proceedings, IEEE, Sivut 1916-1920, Asilomar Conference on Signals, Systems & Computers, Pacific Grove, California, Yhdysvallat, 03/11/2019. https://doi.org/10.1109/IEEECONF44664.2019.9048837

Key Generation for Secure Distributed Detection in IoT using Polar Quantization. / Hentilä, Henri ; Koivunen, Visa; Poor, H. Vincent.

Asilomar Conference on Signals, Systems, and Computers proceedings. toim. / Michael B. Matthews. IEEE, 2019. s. 1916-1920 9048837 (Asilomar Conference on Signals, Systems, and Computers proceedings).

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference contribution › Scientific › vertaisarvioitu

TY - GEN

T1 - Key Generation for Secure Distributed Detection in IoT using Polar Quantization

AU - Hentilä, Henri

AU - Koivunen, Visa

AU - Poor, H. Vincent

PY - 2019/11

Y1 - 2019/11

N2 - The problem of securing the communication in an IoT sensor network from malicious eavesdroppers is studied. One-time pad encryption is found to be a suitable encryption method for this type of setting, reducing the problem to the generation of secret keys to be used for the encryption. We propose a novel physical-layer security based key generation protocol where a Gaussian source derived from the wireless communicaton channel between key generating pairs is transformed into an erasure channel. The proposed method is shown to outperform other similar methods when allowing for a higher BER in the generated keys and constraining the rate of communication. We also analyze how the BER of the generated keys affects the underlying inference task of the sensor network.

AB - The problem of securing the communication in an IoT sensor network from malicious eavesdroppers is studied. One-time pad encryption is found to be a suitable encryption method for this type of setting, reducing the problem to the generation of secret keys to be used for the encryption. We propose a novel physical-layer security based key generation protocol where a Gaussian source derived from the wireless communicaton channel between key generating pairs is transformed into an erasure channel. The proposed method is shown to outperform other similar methods when allowing for a higher BER in the generated keys and constraining the rate of communication. We also analyze how the BER of the generated keys affects the underlying inference task of the sensor network.

KW - AWGN

KW - distributed detection

KW - physical-layer security

KW - polar quantization

KW - secret key generation

UR - http://www.scopus.com/inward/record.url?scp=85083341247&partnerID=8YFLogxK

U2 - 10.1109/IEEECONF44664.2019.9048837

DO - 10.1109/IEEECONF44664.2019.9048837

M3 - Conference contribution

AN - SCOPUS:85083341247

T3 - Asilomar Conference on Signals, Systems, and Computers proceedings

SP - 1916

EP - 1920

BT - Asilomar Conference on Signals, Systems, and Computers proceedings

A2 - Matthews, Michael B.

PB - IEEE

T2 - Asilomar Conference on Signals, Systems & Computers

Y2 - 3 November 2019 through 6 November 2019

ER -

Key Generation for Secure Distributed Detection in IoT using Polar Quantization

Abstrakti

Julkaisusarja

Conference

Pääsy asiakirjaan

OpenUrl-saatavuus

Muut tiedostot ja linkit

Sormenjälki

Projektit

WiFiuS: Tietoturvallinen päättely esineiden internetissä (IOT)

Siteeraa tätä