Researchers at Penn Engineering (USA) are said to have discovered previously unidentified security vulnerabilities in a number of AI-controlled robotic platforms.
“ Our research shows that, at this point, large language models (LLMs) are generally not secure enough when integrated with complex physical hardware, ” said George Pappas, professor of electrical and systems engineering at the UPS Foundation, in a statement.
Pappas and his team developed an algorithm, called RoboPAIR, that is “the first algorithm designed to crack LLM-controlled robots.” And unlike existing rapid-fire technical attacks against chatbots, RoboPAIR is specifically built to “induce harmful physical actions” from LLM-controlled robots, like the humanoid robotics platform called Atlas that Boston Dynamics and the Toyota Research Institute (TRI) are developing.
RoboPAIR reportedly achieved a 100 percent success rate in cracking three popular robotics research platforms: the four-legged Unitree Go2, the four-wheeled Clearpath Robotics Jackal, and the Dolphins LLM simulator for autonomous driving. It took just a few days for the algorithm to gain full access to those systems, and begin bypassing safety barriers. Once the researchers took control, they were able to direct the autonomous robotic platforms to perform a variety of dangerous actions, such as driving through intersections without stopping.
“ The results of the first assessment show that the risks of cracked LLMs go beyond text generation, as it is clear that cracked robots can cause physical damage in the real world .”
The team at Penn Engineering is working with platform developers to harden their systems against further intrusions, but warns that these security issues are systemic and difficult to fully address.
“ The findings of this paper clearly show that adopting a safety approach is critical to unlocking responsible innovation. We must address inherent vulnerabilities before deploying AI-powered robots in the real world ,” said the team.
A secure operation requires testing AI systems for potential threats and vulnerabilities, which is essential to protecting the AI systems that create them. Because only when weaknesses are identified can you test and even train systems to prevent risks.
As you know, RAM is a very important hardware part in a computer, acting as memory to process data and is the factor that determines the speed of a laptop or PC. In the article below, WebTech360 will introduce you to some ways to check for RAM errors using software on Windows.
The automatic home coffee maker is a modern and professional product, bringing you and your family delicious cups of coffee with just a few quick steps.
Smart TVs have really taken the world by storm. With so many great features and the ability to connect to the Internet, technology has changed the way we watch TV.
Refrigerators are familiar appliances in families. Refrigerators usually have 2 compartments, the cool compartment is spacious and has a light that automatically turns on every time the user opens it, while the freezer compartment is narrow and has no light.
Wi-Fi networks are affected by many factors beyond routers, bandwidth, and interference, but there are some smart ways to boost your network.
If you want to go back to stable iOS 16 on your phone, here is the basic guide to uninstall iOS 17 and downgrade from iOS 17 to 16.
Yogurt is a great food. Is it good to eat yogurt every day? What will happen to your body when you eat yogurt every day? Let's find out together!
This article discusses the most nutritious types of rice and how to maximize the health benefits of whichever rice you choose.
Establishing a sleep schedule and bedtime routine, changing your alarm clock, and adjusting your diet are some of the measures that can help you sleep better and wake up on time in the morning.
Rent Please! Landlord Sim is a simulation mobile game on iOS and Android. You will play as a landlord of an apartment complex and start renting out an apartment with the goal of upgrading the interior of your apartments and getting them ready for rent.
Get Bathroom Tower Defense Roblox game codes and redeem them for exciting rewards. They will help you upgrade or unlock towers with higher damage.
Let's learn about the structure, symbols and operating principles of transformers in the most accurate way.
From better picture and sound quality to voice control and more, these AI-powered features are making smart TVs so much better!
DeepSeek initially had high hopes. As an AI chatbot marketed as a strong competitor to ChatGPT, it promised intelligent conversational capabilities and experiences.
It's easy to miss important details when you're jotting down other essentials, and trying to take notes while chatting can be distracting. Fireflies.ai is the solution.
