TensorFI: A Flexible Fault Injection Framework for TensorFlow
Applications

TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications

3 April 2020

Niranjhana Narayanan

Karthik Pattabiraman

Nathan Debardeleben

Papers citing "TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications"

10 / 10 papers shown

Title
A Survey on Failure Analysis and Fault Injection in AI Systems Guangba Yu Gou Tan Haojia Huang Zhenyu Zhang Pengfei Chen Roberto Natella Zibin Zheng 51 4 0 28 Jun 2024
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks Mohammad Hasan Ahmadilivani Mahdi Taheri J. Raik Masoud Daneshtalab M. Jenihhin 45 27 0 09 May 2023
Soft Error Reliability Analysis of Vision Transformers Xing-xiong Xue Cheng Liu Ying Wang Bing Yang Yaoyu Zhang Lefei Zhang Huawei Li Xiaowei Li 39 14 0 21 Feb 2023
Statistical Modeling of Soft Error Influence on Neural Networks Haitong Huang Xing-xiong Xue Cheng Liu Ying Wang Yaoyu Zhang Long Cheng Huawei Li Xiaowei Li 29 7 0 12 Oct 2022
Fast and Accurate Error Simulation for CNNs against Soft Errors C. Bolchini Luca Cassano A. Miele A. Toschi 14 29 0 04 Jun 2022
Winograd Convolution: A Perspective from Fault Tolerance Xing-xiong Xue Haitong Huang Cheng Liu Ying Wang Yaoyu Zhang Lefei Zhang 53 13 0 17 Feb 2022
Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems Zishen Wan Aqeel Anwar Yu-Shun Hsiao Tianyu Jia Vijay Janapa Reddi A. Raychowdhury AAML 48 30 0 09 Nov 2021
How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature Review Florian Tambon Gabriel Laberge Le An Amin Nikanjam Paulina Stevia Nouwou Mindom Y. Pequignot Foutse Khomh G. Antoniol E. Merlo François Laviolette 37 66 0 26 Jul 2021
An Overview of Laser Injection against Embedded Neural Network Models Mathieu Dumont Pierre-Alain Moëllic R. Viera J. Dutertre Rémi Bernhard AAML 30 9 0 04 May 2021
Arithmetic-Intensity-Guided Fault Tolerance for Neural Network Inference on GPUs J. Kosaian K. V. Rashmi 38 33 0 19 Apr 2021