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

How Is AI Driving IT Modernization in Federal Agencies?

United States federal agencies are shifting their perspective on artificial intelligence by moving beyond niche applications to treat it as a foundational driver of broad-scale IT modernization. This shift marks a significant departure from previous experimental phases, where machine learning was relegated to isolated pilot programs with limited impact. Today, major departments are embedding Large Language Models and sophisticated neural

Cutefish Linux Aims to Run Native macOS Apps With Reef Framework

Current internal testing of the Reef framework has successfully demonstrated the ability to run applications such as NetNewsWire and Ghostty on a Linux desktop environment. This breakthrough represents a significant shift from the project’s origins as a cosmetic shell toward becoming a technically robust operating system. While the initial CutefishOS was praised for its visual fidelity to Apple’s ecosystem, the

Claude Code Settings File Leaks Secrets in GitHub Repositories

When Anthropic’s coding assistant saves an approved shell command to its local configuration, it records the entire string word-for-word, including any sensitive tokens or secrets typed directly into the prompt. While this feature aims to streamline the development workflow by reducing repetitive prompts, it creates a significant security vulnerability by persisting plain-text credentials in the local configuration file. Security researchers

Top Digital Marketing Agencies in Karachi for 2026

The financial and economic importance of Karachi creates a high-stakes environment where firms must secure top-tier digital partners to remain competitive. As the city functions as the commercial engine of Pakistan, the shift toward sophisticated digital ecosystems has moved beyond simple social media presence into complex data-driven strategies. Businesses operating in this megalopolis are currently navigating an era where internet

Crypto Market Faces Massive $1.05 Billion Liquidation Event

The convergence of mounting uncertainty in the artificial intelligence sector and volatility in semiconductor stocks triggered a significant de-risking phase for digital assets. Within a grueling 24-hour window, the global cryptocurrency market endured a systematic dismantling that wiped out over $1.05 billion in open interest. This sudden contraction caught more than 211,000 individual traders in its wake, as a wave

Fill out the form below