Mahdi Taheri

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Special Session

Fault Detection

Top Venues

Publications

Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin, Salvatore Pappalardo, Paul Jiménez, Bastien Deveautour, Alberto Bosio
SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators. DDECS (2024)
Mahdi Taheri, Khashayar Khorasani
Dual State and Parameter Estimation for Diagnosis, Prognosis, and Health Monitoring of Electro-Mechanical Actuators. SysCon (2024)
Mahdi Taheri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin, Salvatore Pappalardo, Paul Jiménez, Bastien Deveautour, Alberto Bosio
SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators. CoRR (2024)
Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators. ETS (2024)
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks. ACM Comput. Surv. 56 (6) (2024)
Maksim Jenihhin, Mahdi Taheri, Natalia Cherezova, Mohammad Hasan Ahmadilivani, Hardi Selg, Artur Jutman, Konstantin Shibin, Anton Tsertov, Sergei Devadze, Rama Mounika Kodamanchili, Ahsan Rafiq, Jaan Raik, Masoud Daneshtalab
Keynote: Cost-Efficient Reliability for Edge-AI Chips. LATS (2024)
Mohammad Hasan Ahmadilivani, Alberto Bosio, Bastien Deveautour, Fernando Fernandes dos Santos, Juan-David Guerrero-Balaguera, Maksim Jenihhin, Angeliki Kritikakou, Robert Limas Sierra, Salvatore Pappalardo, Jaan Raik, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Mahdi Taheri, Marcello Traiola
Special Session: Reliability Assessment Recipes for DNN Accelerators. VTS (2024)
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
Cyberattack and Machine-Induced Fault Detection and Isolation Methodologies for Cyber-Physical Systems. IEEE Trans. Control. Syst. Technol. 32 (2) (2024)
Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari, Maksim Jenihhin, Ali Mahani, Masoud Daneshtalab, Jaan Raik
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators. CoRR (2024)
Mahdi Taheri, Natalia Cherezova, Samira Nazari, Ahsan Rafiq, Ali Azarpeyvand, Tara Ghasempouri, Masoud Daneshtalab, Jaan Raik, Maksim Jenihhin
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators. CoRR (2024)
Mahdi Taheri, Natalia Cherezova, Mohammad Saeed Ansari, Maksim Jenihhin, Ali Mahani, Masoud Daneshtalab, Jaan Raik
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators. ISQED (2024)
Ahmad Rezaei, Mahdi Taheri, Ali Mahani, Sebastian Magierowski
LRDB: LSTM Raw data DNA Base-caller based on long-short term models in an active learning environment. CoRR (2023)
Mahdi Taheri, Khashayar Khorasani, Nader Meskin
The Security Requirement to Prevent Zero Dynamics Attacks and Perfectly Undetectable Cyber-Attacks in Cyber-Physical Systems. CDC (2023)
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
DeepVigor: Vulnerability Value Ranges and Factors for DNNs' Reliability Assessment. CoRR (2023)
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
DeepVigor: VulnerabIlity Value RanGes and FactORs for DNNs' Reliability Assessment. ETS (2023)
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
Enhancing Fault Resilience of QNNs by Selective Neuron Splitting. CoRR (2023)
Mohammad Hasan Ahmadilivani, Mario Barbareschi, Salvatore Barone, Alberto Bosio, Masoud Daneshtalab, Salvatore Della Torca, Gabriele Gavarini, Maksim Jenihhin, Jaan Raik, Annachiara Ruospo, Ernesto Sánchez, Mahdi Taheri
Special Session: Approximation and Fault Resiliency of DNN Accelerators. VTS (2023)
Mahdi Taheri, Mohammad Riazati, Mohammad Hasan Ahmadilivani, Maksim Jenihhin, Masoud Daneshtalab, Jaan Raik, Mikael Sjödin, Björn Lisper
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators. CoRR (2023)
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks. CoRR (2023)
Mahdi Taheri, Mohammad Hasan Ahmadilivani, Maksim Jenihhin, Masoud Daneshtalab, Jaan Raik
APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors. DDECS (2023)
Mohammad Hasan Ahmadilivani, Mahdi Taheri, Jaan Raik, Masoud Daneshtalab, Maksim Jenihhin
Enhancing Fault Resilience of QNNs by Selective Neuron Splitting. AICAS (2023)
Mohammad Hasan Ahmadilivani, Mario Barbareschi, Salvatore Barone, Alberto Bosio, Masoud Daneshtalab, Salvatore Della Torca, Gabriele Gavarini, Maksim Jenihhin, Jaan Raik, Annachiara Ruospo, Ernesto Sánchez, Mahdi Taheri
Special Session: Approximation and Fault Resiliency of DNN Accelerators. CoRR (2023)
Mahdi Taheri, Saeideh Sheikhpour, Ali Mahani, Maksim Jenihhin
A Novel Fault-Tolerant Logic Style with Self-Checking Capability. CoRR (2023)
Mahtab Taheri, Mahdi Taheri, Amirhossein Hadjahmadi
Noise-Tolerance GPU-based Age Estimation Using ResNet-50. CoRR (2023)
Mahdi Taheri, Mohammad Hasan Ahmadilivani, Maksim Jenihhin, Masoud Daneshtalab, Jaan Raik
APPRAISER: DNN Fault Resilience Analysis Employing Approximation Errors. CoRR (2023)
Mahdi Taheri, Mohammad Riazati, Mohammad Hasan Ahmadilivani, Maksim Jenihhin, Masoud Daneshtalab, Jaan Raik, Mikael Sjödin, Björn Lisper
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators. ISQED (2023)
Mahdi Taheri, Khashayar Khorasani, Nader Meskin, Iman Shames
Data-Driven Koopman Operator Based Cyber-Attacks for Nonlinear Control Affine Cyber-Physical Systems. CDC (2022)
Mahdi Taheri, Saeideh Sheikhpour, Ali Mahani, Maksim Jenihhin
A Novel Fault-Tolerant Logic Style with Self-Checking Capability. IOLTS (2022)
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
Towards Privacy Preserving Consensus Control in Multi-Agent Cyber-Physical Systems Subject to Cyber Attacks. ECC (2021)
Mahdi Taheri, Mohammad Saeed Ansari, Sebastian Magierowski, Ali Mahani
Hardware acceleration of the novel two dimensional Burrows-Wheeler Aligner algorithm with maximal exact matches seed extension kernel. IET Circuits Devices Syst. 15 (2) (2021)
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
Data-Driven Covert-Attack Strategies and Countermeasures for Cyber-Physical Systems. CDC (2021)
Saeideh Sheikhpur, Mahdi Taheri, Mohammad Saeed Ansari, Ali Mahani
Strengthened 32-bit AES implementation: Architectural error correction configuration with a new voting scheme. IET Comput. Digit. Tech. 15 (6) (2021)
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
Mitigation and Resiliency of Multi-Agent Systems Subject to Malicious Cyber Attacks on Communication Links. CoRR (2020)
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
Mitigation and Resiliency of Multi-Agent Systems Subject to Malicious Cyber Attacks on Communication Links. CCTA (2020)
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
Undetectable Cyber Attacks on Communication Links in Multi-Agent Cyber-Physical Systems. CoRR (2020)
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
Undetectable Cyber Attacks on Communication Links in Multi-Agent Cyber-Physical Systems. CDC (2020)
Mahdi Taheri, Saeide Sheikhpour, Mohammad Saeed Ansari, Ali Mahani
DMR-based Technique for Fault Tolerant AES S-box Architecture. CoRR (2020)
Mahdi Taheri, Hamed Zandevakili, Ali Mahani
A high-performance MEMRISTOR-based Smith-Waterman DNA sequence alignment Using FPNI structure. CoRR (2020)
Mahdi Taheri, Khashayar Khorasani, Iman Shames, Nader Meskin
Cyber Attack and Machine Induced Fault Detection and Isolation Methodologies for Cyber-Physical Systems. CoRR (2020)
Mahdi Taheri, Masood Omoomi
An ultrafast all-optical switch based on a nonlinear photonic crystal waveguide using single crystal p-toluene sulfonate. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)