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06/16/2023
Enhancing Fault Resilience of QNNs by Selective Neuron Splitting
The superior performance of Deep Neural Networks (DNNs) has led to their...
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05/31/2023
Special Session: Approximation and Fault Resiliency of DNN Accelerators
Deep Learning, and in particular, Deep Neural Network (DNN) is nowadays ...
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05/31/2023
APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors
Nowadays, the extensive exploitation of Deep Neural Networks (DNNs) in s...
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05/09/2023
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks
Artificial Intelligence (AI) and, in particular, Machine Learning (ML) h...
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03/14/2023
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators
While the role of Deep Neural Networks (DNNs) in a wide range of safety-...
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03/13/2023
DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment
Deep Neural Networks (DNNs) and their accelerators are being deployed ev...
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01/26/2023
Hybrid Protection of Digital FIR Filters
A digital Finite Impulse Response (FIR) filter is a ubiquitous block in ...
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08/30/2022
Survey on Architectural Attacks: A Unified Classification and Attack Model
According to the World Economic Forum, cyber attacks are considered as o...
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09/16/2021
Design Space Exploration of SABER in 65nm ASIC
This paper presents a design space exploration for SABER, one of the fin...
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05/13/2021
High-level Intellectual Property Obfuscation via Decoy Constants
This paper presents a high-level circuit obfuscation technique to preven...
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04/09/2021
Side-Channel Attacks on Triple Modular Redundancy Schemes
The interplay between security and reliability is poorly understood. Thi...
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02/25/2020
PASCAL: Timing SCA Resistant Design and Verification Flow
A large number of crypto accelerators are being deployed with the widesp...
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01/24/2020
Efficient Fault Injection based on Dynamic HDL Slicing Technique
This work proposes a fault injection methodology where Hardware Descript...
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01/24/2020
Accelerating Transient Fault Injection Campaigns by using Dynamic HDL Slicing
Along with the complexity of electronic systems for safety-critical appl...
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11/29/2019
RESCUE: Interdependent Challenges of Reliability, Security and Quality in Nanoelectronic Systems
The recent trends for nanoelectronic computing systems include machine-t...
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10/02/2019
Overview of Fault Tolerant Techniques in Underwater Sensor Networks
Sensor networks provide services to a broad range of applications rangin...
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08/08/2019
High-Level Combined Deterministic and Pseudoexhuastive Test Generation for RISC Processors
Recent safety standards set stringent requirements for the target fault ...
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08/01/2019
Towards Multidimensional Verification: Where Functional Meets Non-Functional
Trends in advanced electronic systems' design have a notable impact on d...
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07/29/2019
