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2003.13874
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A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction
30 March 2020
Zitao Chen
Guanpeng Li
Karthik Pattabiraman
AAML
AI4CE
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Papers citing
"A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction"
6 / 6 papers shown
Adaptive Soft Error Protection for Neural Network Processing
Xing-xiong Xue
Cheng Liu
Feng Min
Yinhe Han
AAML
110
0
0
29 Jul 2024
Hardware Resilience Properties of Text-Guided Image Classifiers
Neural Information Processing Systems (NeurIPS), 2023
Syed Talal Wasim
Kabila Haile Soboka
Abdulrahman Mahmoud
Salman Khan
David Brooks
Gu-Yeon Wei
VLM
251
1
0
23 Nov 2023
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead
Niccolò Cavagnero
F. F. dos Santos
Marco Ciccone
Giuseppe Averta
Tatiana Tommasi
Paolo Rech
AAML
AI4CE
252
8
0
28 May 2022
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems
IEEE VLSI Test Symposium (VTS), 2022
Shail Dave
Alberto Marchisio
Muhammad Abdullah Hanif
Amira Guesmi
Aviral Shrivastava
Ihsen Alouani
Mohamed Bennai
288
14
0
18 Apr 2022
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision
Florian Geissler
S. Qutub
S. Roychowdhury
Ali Asgari Khoshouyeh
Ya-li Peng
Akash Dhamasia
Ralf Graefe
Karthik Pattabiraman
Michael Paulitsch
AAML
196
16
0
16 Aug 2021
Exploiting Vulnerabilities in Deep Neural Networks: Adversarial and Fault-Injection Attacks
Faiq Khalid
Muhammad Abdullah Hanif
Mohamed Bennai
AAML
SILM
199
11
0
05 May 2021
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