A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction

30 March 2020

Papers citing "A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction"

5 / 5 papers shown

Title
Hardware Resilience Properties of Text-Guided Image Classifiers Syed Talal Wasim Kabila Haile Soboka Abdulrahman Mahmoud Salman Khan David Brooks Gu-Yeon Wei VLM 27 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 19 8 0 28 May 2022
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems Shail Dave Alberto Marchisio Muhammad Abdullah Hanif Amira Guesmi Aviral Shrivastava Ihsen Alouani Muhammad Shafique 34 13 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 16 12 0 16 Aug 2021
Exploiting Vulnerabilities in Deep Neural Networks: Adversarial and Fault-Injection Attacks Faiq Khalid Muhammad Abdullah Hanif Muhammad Shafique AAML SILM 13 9 0 05 May 2021