activity
20202024
most citedChallenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach

85 citations · 236 across the 14 of their papers we have counts for

collaborators

16 papers

cs.CR2024

QTFlow: Quantitative Timing-Sensitive Information Flow for Security-Aware Hardware Design on RTL

Lennart M. Reimann, Anshul Prashar, Chiara Ghinami +4

In contemporary Electronic Design Automation (EDA) tools, security often takes a backseat to the primary goals of power, performance, and area optimization. Commonly, the security…

cs.CR2023

SoftFlow: Automated HW-SW Confidentiality Verification for Embedded Processors

Lennart M. Reimann, Jonathan Wiesner, Dominik Sisejkovic +2

Despite its ever-increasing impact, security is not considered as a design objective in commercial electronic design automation (EDA) tools. This results in vulnerabilities being o…

cs.CR2023

AutoLock: Automatic Design of Logic Locking with Evolutionary Computation

Zeng Wang, Lilas Alrahis, Dominik Sisejkovic +1

Logic locking protects the integrity of hardware designs throughout the integrated circuit supply chain. However, recent machine learning (ML)-based attacks have challenged its fun…

cs.ET2023

Gate Camouflaging Using Reconfigurable ISFET-Based Threshold Voltage Defined Logic

Elmira Moussavi, Animesh Singh, Dominik Sisejkovic +6

Most chip designers outsource the manufacturing of their integrated circuits (ICs) to external foundries due to the exorbitant cost and complexity of the process. This involvement…

cs.ET2023

Fault Injection in Native Logic-in-Memory Computation on Neuromorphic Hardware

Felix Staudigl, Thorben Fetz, Rebecca Pelke +4

Logic-in-memory (LIM) describes the execution of logic gates within memristive crossbar structures, promising to improve performance and energy efficiency. Utilizing only binary va…

cs.CR2022

Quantitative Information Flow for Hardware: Advancing the Attack Landscape

Lennart M. Reimann, Sarp Erdönmez, Dominik Sisejkovic +1

Security still remains an afterthought in modern Electronic Design Automation (EDA) tools, which solely focus on enhancing performance and reducing the chip size. Typically, the se…

eess.SY2022

A Temperature Independent Readout Circuit for ISFET-Based Sensor Applications

Elmira Moussavi, Dominik Sisejkovic, Animesh Singh +5

The ion-sensitive field-effect transistor (ISFET) is an emerging technology that has received much attention in numerous research areas, including biochemistry, medicine, and secur…

cs.CR2022★ 6 cited

Designing ML-Resilient Locking at Register-Transfer Level

Dominik Sisejkovic, Luca Collini, Benjamin Tan +3

Various logic-locking schemes have been proposed to protect hardware from intellectual property piracy and malicious design modifications. Since traditional locking techniques are…

cs.ET2022★ 2 cited

X-Fault: Impact of Faults on Binary Neural Networks in Memristor-Crossbar Arrays with Logic-in-Memory Computation

Felix Staudigl, Karl J. X. Sturm, Maximilian Bartel +5

Memristor-based crossbar arrays represent a promising emerging memory technology to replace conventional memories by offering a high density and enabling computing-in-memory (CIM)…

cs.ET2022★ 2 cited

pHGen: A pH-Based Key Generation Mechanism Using ISFETs

Elmira Moussavi, Dominik Sisejkovic, Fabian Brings +7

Digital keys are a fundamental component of many hardware- and software-based security mechanisms. However, digital keys are limited to binary values and easily exploitable when st…

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

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.CR2020★ 85 cited

Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach

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

Logic locking is a prominent technique to protect the integrity of hardware designs throughout the integrated circuit design and fabrication flow. However, in recent years, the sec…