The Power LED Attack: A Fascinating Exploration of Security Vulnerabilities

Christian Baghai
3 min readAug 3, 2023

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In the age of digital technology, security is paramount. The world relies on cryptographic algorithms to protect sensitive information, from personal data to national secrets. But what if something as simple as the flickering of an LED could reveal those secrets? It sounds implausible, but it’s a reality that has been explored in recent research. This article delves into the fascinating concept of extracting secret keys from smart cards and other devices by observing the flickering of LEDs on their power circuits.

Power Analysis: A Brief Overview

Power analysis is not a new concept. It has been a common method of side-channel attack, where an attacker can observe the power consumption of a device to infer secret information. For example, during RSA digital signature operations, a series of square or multiply operations are performed based on the binary representation of the private key. If the implementation is not careful, an attacker can observe the power consumption pattern to deduce the bits of the key.

The pattern might look something like this: a spike in power consumption for a multiply operation, and a smaller spike for a square operation. By observing this pattern, an attacker can read off the bits of the key. It’s a surprisingly simple and effective method, and it’s challenging to prevent without careful consideration in the implementation.

The LED Connection

What makes the recent research particularly intriguing is the connection between the power consumption of a device and the flickering of its LED. In some devices, the circuitry that controls a power LED is connected to the same battery and circuitry used for computation. As the power consumption of the CPU changes, the power going through the LED also changes, resulting in slight but noticeable differences in the intensity of the LED over time.

Imagine an LED going bright and dim in rapid succession. By observing this pattern, an attacker can start reading off bits or interpreting the information in some way, depending on the algorithm being used. It’s a startling realization that something as innocuous as an LED could divulge critical secrets.

The Challenge of Speed

Of course, the changes in the LED’s intensity are both slight and rapid, occurring on the order of nanoseconds or milliseconds. Standard cameras cannot capture these changes at such a high frame rate. However, the researchers found a clever solution by utilizing the rolling shutter effect on a camera.

In the rolling shutter effect, the camera scans down the rows, capturing bits of the image as it goes. By zooming in on the LED, the researchers were able to observe the slight changes in brightness between rows, effectively increasing the frame rate by a significant factor. Even though the changes in pixel values might be minimal, they are enough to detect the pattern.

Practical Applications of the Attack

The researchers demonstrated the attack using both an iPhone and a standard IP camera, zooming in on different LEDs. They were able to observe changes in brightness and even color, depending on the device and algorithm being used. They successfully attacked two different algorithms: Elliptic Curve DSA (used for digital signatures) and Super Singular Isogeny Elliptic Curve Key Exchange (a Quantum resistant algorithm).

Conclusion: A Cautionary Tale

The Power LED Attack is more than just a fascinating piece of research; it’s a cautionary tale about the vulnerabilities that can exist in seemingly secure systems. It underscores the importance of careful implementation and the need to consider all potential avenues of attack, even those that might seem far-fetched.

The attack also highlights the interconnected nature of modern devices, where something as simple as an LED can be linked to critical computational processes. In a world where security is paramount, it’s a reminder that even the smallest details can have significant implications.

The Power LED Attack is a testament to human ingenuity and a stark reminder of the ever-present challenges in the field of cybersecurity. It’s a story that captures the imagination and serves as a warning to all those involved in the development and implementation of cryptographic algorithms. The flickering of an LED may seem trivial, but as this research shows, it can be a window into the deepest secrets of a system.

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Christian Baghai
Christian Baghai

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