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20162023
most citedChallenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach

85 citations · 287 across the 21 of their papers we have counts for

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Showing 2021Show all

8 papers · 1 filter

cs.AR2021

A Parallel SystemC Virtual Platform for Neuromorphic Architectures

Melvin Galicia, Farhad Merchant, Rainer Leupers

With the increasing interest in neuromorphic computing, designers of embedded systems face the challenge of efficiently simulating such platforms to enable architecture design expl…

cs.ET2021★ 32 cited

NeuroHammer: Inducing Bit-Flips in Memristive Crossbar Memories

Felix Staudigl, Hazem Al Indari, Daniel Schön +6

Emerging non-volatile memory (NVM) technologies offer unique advantages in energy efficiency, latency, and features such as computing-in-memory. Consequently, emerging NVM technolo…

cs.CR2021★ 25 cited

QFlow: Quantitative Information Flow for Security-Aware Hardware Design in Verilog

Lennart M. Reimann, Luca Hanel, Dominik Sisejkovic +2

The enormous amount of code required to design modern hardware implementations often leads to critical vulnerabilities being overlooked. Especially vulnerabilities that compromise…

cs.CR2021★ 55 cited

Deceptive Logic Locking for Hardware Integrity Protection against Machine Learning Attacks

Dominik Sisejkovic, Farhad Merchant, Lennart M. Reimann +1

Logic locking has emerged as a prominent key-driven technique to protect the integrity of integrated circuits. However, novel machine-learning-based attacks have recently been intr…

cs.CR2021★ 29 cited

Logic Locking at the Frontiers of Machine Learning: A Survey on Developments and Opportunities

Dominik Sisejkovic, Lennart M. Reimann, Elmira Moussavi +2

In the past decade, a lot of progress has been made in the design and evaluation of logic locking; a premier technique to safeguard the integrity of integrated circuits throughout…

cs.AR2021

Brightening the Optical Flow through Posit Arithmetic

Vinay Saxena, Ankitha Reddy, Jonathan Neudorfer +4

As new technologies are invented, their commercial viability needs to be carefully examined along with their technical merits and demerits. The posit data format, proposed as a dro…

cs.AR2021

ANDROMEDA: An FPGA Based RISC-V MPSoC Exploration Framework

Farhad Merchant, Dominik Sisejkovic, Lennart M. Reimann +3

With the growing demands of consumer electronic products, the computational requirements are increasing exponentially. Due to the applications' computational needs, the computer ar…

cs.AR2021

An Investigation on Inherent Robustness of Posit Data Representation

Ihsen Alouani, Anouar Ben Khalifa, Farhad Merchant +1

As the dimensions and operating voltages of computer electronics shrink to cope with consumers' demand for higher performance and lower power consumption, circuit sensitivity to so…