Chained Compressed Sensing for Iot Node Security

Compressed sensing can be used to yield both compression and a limited form of security to the readings of sensors. This can be most useful when designing the low-resources sensor nodes that are the backbone of IoT applications. Here, we propose to use chaining of subsequent plaintexts to improve the robustness of CS-based encryption against ciphertext-only attacks, known-plaintext attacks and man-in-the-middle attacks.

[1]  Nam Yul Yu,et al.  Indistinguishability of Compressed Encryption With Circulant Matrices for Wireless Security , 2017, IEEE Signal Processing Letters.

[2]  Luca Benini,et al.  A Low-Power Architecture for Punctured Compressed Sensing and Estimation in Wireless Sensor-Nodes , 2015, IEEE Transactions on Circuits and Systems I: Regular Papers.

[3]  Luca Benini,et al.  Energy Analysis of Decoders for Rakeness-Based Compressed Sensing of ECG Signals , 2017, IEEE Transactions on Biomedical Circuits and Systems.

[4]  David L Donoho,et al.  Compressed sensing , 2006, IEEE Transactions on Information Theory.

[5]  Gianluca Mazzini,et al.  Memory-m antipodal processes: Spectral analysis and synthesis , 2009, IEEE Transactions on Circuits and Systems I: Regular Papers.

[6]  An-Yeu Wu,et al.  Low-Complexity Privacy-Preserving Compressive Analysis Using Subspace-Based Dictionary for ECG Telemonitoring System , 2018, IEEE Transactions on Biomedical Circuits and Systems.

[7]  Riccardo Rovatti,et al.  A Pragmatic Look at Some Compressive Sensing Architectures With Saturation and Quantization , 2012, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

[8]  Riccardo Rovatti,et al.  Submitted to Ieee Transactions on Signal Processing Low-complexity Multiclass Encryption by Compressed Sensing Part I: Definition and Main Properties , 2022 .

[9]  E.J. Candes,et al.  An Introduction To Compressive Sampling , 2008, IEEE Signal Processing Magazine.

[10]  Philip A. Catherwood,et al.  A Community-Based IoT Personalized Wireless Healthcare Solution Trial , 2018, IEEE Journal of Translational Engineering in Health and Medicine.

[11]  Kwok-Wo Wong,et al.  Embedding cryptographic features in compressive sensing , 2014, Neurocomputing.

[12]  Gianluca Mazzini,et al.  Performance of chaos-based asynchronous DS-CDMA with different pulse shapes , 2004, IEEE Communications Letters.

[13]  Enrico Magli,et al.  Analysis of One-Time Random Projections for Privacy Preserving Compressed Sensing , 2016, IEEE Transactions on Information Forensics and Security.

[14]  Juan Carlos De Martin,et al.  Blockchain for the Internet of Things: A systematic literature review , 2016, 2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA).

[15]  T. E. Hull,et al.  Random Number Generators , 1962 .

[16]  Andrea Zanella,et al.  Internet of Things for Smart Cities , 2014, IEEE Internet of Things Journal.

[17]  Salil S. Kanhere,et al.  Towards an Optimized BlockChain for IoT , 2017, 2017 IEEE/ACM Second International Conference on Internet-of-Things Design and Implementation (IoTDI).

[18]  Riccardo Rovatti,et al.  Enhanced rake receivers for chaos-based DS-CDMA , 2001 .

[19]  Riccardo Rovatti,et al.  Hardware-Algorithms Co-Design and Implementation of an Analog-to-Information Converter for Biosignals Based on Compressed Sensing , 2016, IEEE Transactions on Biomedical Circuits and Systems.

[20]  Robin Fay,et al.  Introducing the counter mode of operation to Compressed Sensing based encryption , 2016, Inf. Process. Lett..

[21]  Riccardo Rovatti,et al.  On Known-Plaintext Attacks to a Compressed Sensing-Based Encryption: A Quantitative Analysis , 2013, IEEE Transactions on Information Forensics and Security.

[22]  Simon Haykin,et al.  Smart Home: Cognitive Interactive People-Centric Internet of Things , 2017, IEEE Communications Magazine.

[23]  Riccardo Rovatti,et al.  Rakeness in the Design of Analog-to-Information Conversion of Sparse and Localized Signals , 2012, IEEE Transactions on Circuits and Systems I: Regular Papers.

[24]  Riccardo Rovatti,et al.  Low-Cost Security of IoT Sensor Nodes With Rakeness-Based Compressed Sensing: Statistical and Known-Plaintext Attacks , 2018, IEEE Transactions on Information Forensics and Security.

[25]  Soohyung Kim,et al.  Managing IoT devices using blockchain platform , 2017, 2017 19th International Conference on Advanced Communication Technology (ICACT).