Categories: NewsSecurity

Vandalized Street Signs Alter Behavior of Self-Driving Vehicles

Self-driving cars are the future of automotive technology. Although these vehicles are well programmed, they are still prone to issues and trickery. A team of eight researchers successfully altered street signs to confuse self-driving cars. The cars’ internal software wrongfully classified the signs and consequently made bad decisions.

Self-Driving Cars Are Not Immune to Error

One aspect of self-driving cars that makes them so appealing is how they can analyze the environment to make their own decisions. Most autonomous vehicles are more than capable of collecting sensory information from street signs, for instance. Cars will analyze those signs, alter their behavior accordingly, and ensure that the passenger arrives at the intended location safely. However, trouble arises when street signs are altered.

A team of eight researchers recently conducted an experiment involving altered street signs and autonomous vehicles. It turns out that the machine learning algorithm developed for most of the vehicles will misclassify altered signs and consequently make wrong decisions. In the worst case scenario, these vehicles would risk endangering the lives of passengers.

Conducting experiments like these is an absolute necessity when it comes to driverless cars. This research shows how an assailant could easily print and place posters on top of street signs or attach small stickers to make them look like something else entirely. For example, a sign with an arrow pointing to the right could be overlayed with stickers and be faked to appear as pointing to the left. This may seem harmless at first, but it could have widespread consequences.

Related Post

Fake street signs also fool human drivers, so the problem is not unique to driverless cars. The latter may be more easily tricked, however. Unfortunately, nearly seven in ten sign defacements successfully fool autonomous cars. That number is absolutely unacceptable, especially considering how these signs could be misinterpreted. For example, a stop sign might be erroneously classified as reading “Speed Limit 45.”

Self-driving car technology will become more widespread and smarter over time. However, keeping street signs clear of vandalism, graffiti, and whatnot will be difficult. Thankfully, it appears that countermeasures exist. Using an anti-stick coating for street signs, for example, would certainly alleviate a lot of concerns.  Car vendors will also need to upgrade their machine learning algorithms to take these potential issues into account first and foremost.

All of this research has been documented in the Robust Physical-World Attack on Machine Learning Models paper. It is not the first time we have seen similar research, and it is obvious self-driving cars can be disrupted easily. Aside from defaced street signs, cars’ own software makes them vulnerable more often than not. There is still a lot of work to be done. 

JP Buntinx

JP Buntinx is a FinTech and Bitcoin enthusiast living in Belgium. His passion for finance and technology made him one of the world's leading freelance Bitcoin writers, and he aims to achieve the same level of respect in the FinTech sector.

Share
Published by
JP Buntinx

Recent Posts

Best Crypto Presale To Buy Now: Rollblock Delivers For Holders With New License, Record Sign Ups and 7000+ Games

Rollblock is quickly becoming the best crypto presale to buy, delivering unmatched value for its…

2 hours ago

Polkadot And Uniswap Gearing For Post-Christmas Jump As Rollblock Raises $7.4 Million in Presale

While Rollblock's continues its crypto presale, with its value increasing regularly, Polkadot (DOT) and Uniswap…

3 hours ago

IntelMarkets (INTL) Receives Massive Demand From Chainlink And SUI Investors Looking To Position For The Best Bull Run Gains

As the cryptocurrency market gears up for a bull run, IntelMarkets (INTL) is attracting significant…

3 hours ago

FOMO Selling Trigger $1 Billion Liquidations as LINK & SOL Bleed Heavily; What to Do Next?

In the past, Chainlink (LINK) and Solana (SOL) have been among the most discussed altcoins…

8 hours ago

Qubetics $7.4M Presale Revolutionises Blockchain as Bitcoin and Chainlink Drive Innovation: Best Cryptos to Buy for 2025

The crypto market is abuzz with excitement as 2025 approaches. While Bitcoin continues to dominate…

14 hours ago

Best Altcoins to Buy Today: Why Qubetics’ Presale Could Be the Best Investment Opportunity of 2024

The cryptocurrency market never sleeps, and every day feels like an adventure. From household names…

20 hours ago