Electron Microscope Technology: A Game-Changer for Detecting Hardware Trojans in Electronic Chips

With the rise of technology, the threat of cyber attackers and hackers has also increased. The use of Trojans is one of the most popular ways to gain unauthorized access to an electronic device. Although software vulnerabilities are more widely known, security gaps are also present in the hardware of computers and other electronic devices. Researchers have now developed a method to detect these so-called hardware Trojans in computer chips, identifying them before they can be used to breach a system’s security.

The research team comprised experts from Ruhr University Bochum, Germany, and the Max Planck Institute for Security and Privacy (MPI-SP) in Bochum. They aimed to develop a reliable method to detect hardware trojans by comparing construction plans for chips with electron microscope images of real chips.

Methodology

The team focused on comparing the construction plans for chips with electron microscope images of chips. They utilized advanced image processing techniques to compare the images of the chips with the original design data. An algorithm was used to scan the pictures for any deviations from the original chip design, indicating the presence of a Trojan.

The researchers successfully detected deviations in 37 out of 40 cases, indicating that the method was accurate. They used image processing methods to match standard cell for standard cell and looked for deviations between the construction plans and the microscopic images of the chips. For chip sizes of 90, 65, and 40 nanometers, the team successfully identified all modifications. The researchers reported that with more than 1.5 million standard cells examined, this was an excellent success rate.

Daniel Puschner, one of the researchers, lauded the accuracy of the method developed: “With more than 1.5 million standard cells examined, this is a very good rate.”

Marcelo Becker, an expert in semiconductor and electronics engineering, stated that “scanning electron microscopes do exist that are specifically designed to take images of chips.” He added that the method could be improved with the use of machine learning to detect changes in the smallest chips that may have been missed.

Open access data release

The researchers released all images of the chips, design data, and analysis algorithms online for free so that other research groups can use the data to conduct further studies. The release of the open-access data is essential for the further improvement of hardware security in electronic devices worldwide.

The research team has developed a new method to detect hardware Trojans in computer chips, which is a significant breakthrough in the hardware security of electronic devices. Their methodology is highly reliable and accurate, and can detect Trojans in chips of varying sizes. The release of open-access data is a positive step towards further study and improvement of hardware security, which is essential in the fight against cyber-attacks and hacking. As technology advances, this research provides hope that we can keep up with the ever-evolving security threats on the horizon.

Explore more

Trend Analysis: Maritime Data Quality and Digitalization

The global shipping industry is currently grappling with a paradox where massive investments in high-end software often result in negligible improvements to the bottom line because the underlying data is essentially unreadable. For years, the narrative around maritime progress has been dominated by the allure of autonomous hulls and hyper-intelligent algorithms, yet the reality on the bridge and in the

Trend Analysis: AI Agents in ERP Workflows

The fundamental nature of enterprise resource planning is undergoing a radical transformation as the age of the passive data repository gives way to a dynamic environment where autonomous agents manage the heaviest administrative burdens. Businesses are no longer content with software that merely records what has happened; they now demand systems that anticipate needs and execute complex tasks with minimal

Why Is Finance Moving Business Central Reporting to Excel?

Finance leaders today are discovering that the rigid architecture of an enterprise resource planning system often acts more as a cage for their data than a springboard for strategic insight. While Microsoft Dynamics 365 Business Central serves as a formidable engine for transaction processing, many organizations are intentionally migrating their primary reporting workflows toward Microsoft Excel. This transition represents a

Dynamics GP to Business Central Migration – Review

Maintaining an aging on-premise ERP system in 2026 feels increasingly like trying to navigate a modern high-speed railway using a vintage steam engine’s schematics. For decades, Microsoft Dynamics GP, formerly known as Great Plains, served as the bedrock for mid-market American enterprises, providing a sturdy, if rigid, framework for accounting and inventory management. However, as the industry moves toward 2029—the

Why Use Statistical Accounts in Dynamics 365 Business Central?

Managing a modern enterprise requires more than just tracking the movement of dollars and cents across various general ledger accounts during a fiscal period. Financial clarity often depends on non-monetary metrics like employee headcount, physical floor space, or the total volume of customer interactions to provide context for the raw numbers. These metrics, known as statistical accounts, allow controllers to