Luca Cassano

Politecnico di Milano — Italy

Engineering · Physical Sciences

14h-index599citations84works1.42yr avg
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Research Topics

Radiation Effects in Electronics(36), VLSI and Analog Circuit Testing(24), Physical Unclonable Functions (PUFs) and Hardware Security(23), Integrated Circuits and Semiconductor Failure Analysis(15), Neuroscience and Neural Engineering(10)

Publications84 total

A Benchmark Suite to Evaluate DNN’s Resilience
2025
Benchmark Suite for Resilience Assessment of Deep Learning Models
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2025· 1 citedOpen Access
S4V: A Benchmark Suite of Transient Execution Attacks for RISC-V Processors
2025
Special Issue on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS 2023) in the IEEE Transactions on Device and Materials Reliability
IEEE Transactions on Device and Materials Reliability·2025· 1 cited
Resilience of deep learning applications: A systematic literature review of analysis and hardening techniques
Computer Science Review·2024· 3 citedOpen Access
Range Restriction to Harden CNNs Against Hardware Faults: A Broad Empirical Analysis
2024Open Access
An Experimental Comparison of RISC-V Processors: Performance, Power, Area and Security - Special Session Paper-
2024· 1 citedOpen Access
Cross-Layer Reliability Analysis of NVDLA Accelerators: Exploring the Configuration Space
2024· 5 cited
Analyzing the Reliability of Alternative Convolution Implementations for Deep Learning Applications
2023· 1 citedOpen Access
Built-in Software Obfuscation for Protecting Microprocessors against Hardware Trojan Horses
2023· 3 citedOpen Access
Improving the Detection of Hardware Trojan Horses in Microprocessors via Hamming Codes
2023· 3 citedOpen Access
Resilience of Deep Learning applications: a systematic literature review of analysis and hardening techniques
arXiv (Cornell University)·2023· 3 citedOpen Access
Towards Dependable RISC-V Cores for Edge Computing Devices
2023· 10 citedOpen Access
Fast and Accurate Error Simulation for CNNs Against Soft Errors
Virtual Community of Pathological Anatomy (University of Castilla La Mancha)·2023· 28 citedOpen Access
Selective Hardening of CNNs based on Layer Vulnerability Estimation
2022· 10 citedOpen Access
Is RISC-V ready for Space? A Security Perspective
2022· 12 citedOpen Access
Fast and Accurate Error Simulation for CNNs Against Soft Errors
IEEE Transactions on Computers·2022· 1 citedOpen Access
DETON: DEfeating hardware Trojan horses in microprocessors through software ObfuscatioN
Journal of Systems Architecture·2022· 10 citedOpen Access
Optimizing the Use of Behavioral Locking for High-Level Synthesis
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2022· 11 citedOpen Access
Processor Security: Detecting Microarchitectural Attacks via Count-Min Sketches
IEEE Transactions on Very Large Scale Integration (VLSI) Systems·2022· 23 citedOpen Access
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Frequent Co-authors

Cristiana Bolchini(16), Cinzia Bernardeschi(15), Antonio Miele(14), Andrea Domenici(13), Marco Ottavi(8), Alessandro Palumbo(7), Luca Sterpone(5), Pedro Reviriego(5), Matteo Biasielli(4), Giuseppe Bianchi(4), Alessandro Nazzari(3), Giorgio Di Natale(3), Dario Cozzi(3), Sebastian Korf(3), Jens Hagemeyer(3), Mario Porrmann(3), Oğuz Ergin(2), Andrea Mazzeo(2), Mario G. C. A. Cimino(2), Christian Pilato(2)