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20092023
most citedChallenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach

85 citations · 331 across the 24 of their papers we have counts for

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Showing cs.CRShow all

9 papers · 1 filter

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

Automated Information Flow Analysis for Integrated Computing-in-Memory Modules

Lennart M. Reimann, Felix Staudigl, Rainer Leupers

Novel non-volatile memory (NVM) technologies offer high-speed and high-density data storage. In addition, they overcome the von Neumann bottleneck by enabling computing-in-memory (…

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…

cs.CR2022

PA-PUF: A Novel Priority Arbiter PUF

Simranjeet Singh, Srinivasu Bodapati, Sachin Patkar +3

This paper proposes a 3-input arbiter-based novel physically unclonable function (PUF) design. Firstly, a 3-input priority arbiter is designed using a simple arbiter, two multiplex…

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.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.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…