When Side-Channel Attacks Break the Black-Box Property of Embedded Artificial Intelligence

Author:

Coqueret Benoît1ORCID,Carbone Mathieu2ORCID,Sentieys Olivier3ORCID,Zaid Gabriel2ORCID

Affiliation:

1. Thales ITSEF & University of Rennes, INRIA, IRISA, Toulouse, France

2. Thales ITSEF, Toulouse, France

3. University of Rennes, INRIA, IRISA, Rennes, France

Publisher

ACM

Reference58 articles.

1. Mart'in Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , Manjunath Kudlur , Josh Levenberg , Rajat Monga , Sherry Moore , Derek G. Murray , Benoit Steiner , Paul Tucker , Vijay Vasudevan , Pete Warden , Martin Wicke , Yuan Yu , and Xiaoqiang Zheng . 2016 b. TensorFlow: A System for Large-Scale Machine Learning . In Proceedings of the 12th USENIX Conference on Operating Systems Design and Implementation ( Savannah, GA, USA) (OSDI'16). USENIX Association, USA, 265--283. Mart'in Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek G. Murray, Benoit Steiner, Paul Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2016b. TensorFlow: A System for Large-Scale Machine Learning. In Proceedings of the 12th USENIX Conference on Operating Systems Design and Implementation (Savannah, GA, USA) (OSDI'16). USENIX Association, USA, 265--283.

2. Martín Abadi , Paul Barham , Jianmin Chen , Z. Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , Manjunath Kudlur , Josh Levenberg , Rajat Monga , Sherry Moore , Derek Gordon Murray , Benoit Steiner, Paul A. Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zhang. 2016 a. TensorFlow: A system for large-scale machine learning. ArXiv , Vol. abs/ 1605 .08695 (2016). Martín Abadi, Paul Barham, Jianmin Chen, Z. Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek Gordon Murray, Benoit Steiner, Paul A. Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zhang. 2016a. TensorFlow: A system for large-scale machine learning. ArXiv , Vol. abs/1605.08695 (2016).

3. Toward an Internet of Battlefield Things: A Resilience Perspective

4. Cédric Archambeau , Eric Peeters , Francc ois-Xavier Standaert, and Jean-Jacques Quisquater . 2006 . Template Attacks in Principal Subspaces. In Cryptographic Hardware and Embedded Systems - CHES 2006, Louis Goubin and Mitsuru Matsui (Eds.). Springer Berlin Heidelberg , Berlin, Heidelberg, 1--14. Cédric Archambeau, Eric Peeters, Francc ois-Xavier Standaert, and Jean-Jacques Quisquater. 2006. Template Attacks in Principal Subspaces. In Cryptographic Hardware and Embedded Systems - CHES 2006, Louis Goubin and Mitsuru Matsui (Eds.). Springer Berlin Heidelberg, Berlin, Heidelberg, 1--14.

5. Security Issues and Challenges in Internet of Things (IOT) System

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