How Blockchains Can Help Solve AI’s Deepfake Problem (2024)

As AI continues to work itself into our daily lives, it's hard not to see the impact it's already having on nearly every sector. Within the finance industry, for example, AI is facilitating smarter investments, analyzing market trends and predicting stock performance, ultimately helping individuals and institutions make more informed business decisions.

While most of the advancements with AI are exciting and continue to push different industries forward, there are those abusing the technology for more nefarious purposes. With generative AI, one of the biggest risks that individuals and organizations need to be aware of are called “deepfakes.”

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Deepfakes are highly realistic digital forgeries produced with AI to manipulate or generate visual and/or audio content. For example, a deepfake might involve an AI-generated video showing a celebrity engaging in actions or making statements that never actually occurred, such as when comedian Jordan Peele created a deepfake of Barack Obama to showcase the threat AI-generated technology could present.

While we may default to believing what we see, this type of forged or deceptive AI-generated content is becoming increasingly more common. Between 2022 and the first half of 2023, deepfakes as a proportion of content in the U.S. increased almost 13 times from 0.2% to 2.6%, according to a recent report from Sumsub Research.

Experts are already concerned deepfakes could be used to try to sway public opinion or influence important events like elections, with bad actors trying to use AI to impersonate elected officials. They are “completely terrified” that the upcoming Presidential race will involve a “tsunami of misinformation,” driven heavily by deepfake and misleading AI-generated content, another recent report noted. Many view deepfakes’ ability to blur the lines between truth and fiction as a fundamental threat to democracies and fair elections around the globe.

So how do we – as a society – mitigate the prevalence and risks of deepfakes, as well as similar risks that may emerge as generative AI only continues to get more sophisticated?

Blockchains could be the crucial technology we need to help tackle this issue. At their core, public blockchains, such as Ethereum, have several key features that make them uniquely positioned to establish authenticity for content and information. This includes blockchain’s inherent transparency, decentralized nature and focus on network security and immutability.

For those unfamiliar, a public blockchain transparently records information in a time-bound manner, accessible to all, globally, and without gatekeeping. This allows anyone to verify the validity of information, such as its creator or a timestamp, making it a source of truth. Public blockchains are also decentralized, eliminating the need for a central decision-maker, and reducing the risk of manipulation. This decentralized structure also offers high network security by eliminating single points of failure, and ensuring an immutable and tamper-resistant record.

Furthermore, blockchains have already demonstrated their ability to authenticate content. For instance, with digital art as non-fungible tokens (NFTs), blockchain tech allows anyone to verify the creator and owner of a piece of art, enabling our ability to distinguish between the original and its potential replicas. This transparency and authentication potential extends to videos, images, and text, providing important foundations for developers to create solutions and tools geared at combating deepfakes, such as OpenAI’s Worldcoin, Irys and Numbers Protocol.

As AI's impact on society grows, AI-generated content and deepfakes will only become more prominent. Harvard experts already predict that more than 90% of content online will be AI-generated in the future. To protect against threats such as deepfakes, it's crucial we get ahead of the issue and implement innovative solutions. Public blockchains, collectively owned and operated by users, offer promising features like network security, transparency, and decentralization which can help against the issues deepfakes present.

However, much of the work underway remains in its early stages, and challenges remain with the technical development and widespread adoption of blockchain-related protocols. While there is no quick fix, we must remain committed to shaping a future that upholds truth, integrity, and transparency, as our society navigates these emerging technologies (and the risks they present) together.

Edited by Benjamin Schiller.

Note: The views expressed in this column are those of the author and do not necessarily reflect those of CoinDesk, Inc. or its owners and affiliates.

How Blockchains Can Help Solve AI’s Deepfake Problem (2024)

FAQs

How Blockchains Can Help Solve AI’s Deepfake Problem? ›

For those unfamiliar, a public blockchain transparently records information in a time-bound manner, accessible to all, globally, and without gatekeeping. This allows anyone to verify the validity of information, such as its creator or a timestamp, making it a source of truth.

How can blockchain help AI? ›

The integration of AI and Blockchain is essential for businesses as it improves efficiency, transparency, and security. AI enables intelligent automation, while Blockchain guarantees a tamper-proof and decentralized transaction record, promoting trust and innovation.

How does deepfake AI work? ›

Using artificial intelligence, deepfakes can mimic a person's voice and facial features. The technology uses an audio recording of someone's voice to make it say things that the person might never have said. It can mimic someone's facial movements from videos of them, or even just a picture of their face.

How to solve deepfake content? ›

To achieve this, deepfake detection solutions typically use a combination of deep learning algorithms, image, video, and audio analysis tools, forensic analysis, and blockchain technology or digital watermarking—all of which help the solution to identify inconsistencies undetectable to the human eye.

What is the role of AI and blockchain technology in marketing? ›

Artificial intelligence (AI) and blockchain technology work together to solve problems with data security, transparency, and efficiency. The combined market value of AI and blockchain technologies is expected to surpass $703 million by 2025, growing at a CAGR of 25.3% from 2020 to 2025.

How does blockchain support AI quizlet? ›

Blockchain provides the trusted, decentralized source of truth lending trust and transparency to the decisions made by AI algorithms.

How can blockchain help us? ›

Blockchain can also be used to reduce fraud and other trust-related issues in digital ad buying. Blockchain has a wide range of applications in healthcare, including improving payment processing, electronic medical records, provider directories, and data security and exchange.

How can AI help with the fight against deepfakes? ›

They've been used to try to influence elections and to create non-consensual p*rnography. Researchers are developing new ways to detect deepfakes, such as AI models that spot color abnormalities. And authentication methods, like digital watermarks, can help prove that a video or image has been altered.

What are the benefits of deepfake AI? ›

Deepfake technology uses Artificial Intelligence (AI) to create, edit, modify, and alter video and audio, allowing the image or sound to become more believable and real. This means that technology can now mimic real humans both in image and sound fairly accurately.

How to make AI deepfake? ›

Here's how easy it is to create videos in just a few clicks using AI video editors.
  1. Select an AI avatar. Choose from 160+ deepfake video avatars or create your own custom avatar. ...
  2. Type in your text. Just type or upload in your text. ...
  3. Generate video. Your deepfake video file will be created in just a few minutes.

How can deepfakes be stopped? ›

Choosing the Right Technology to Stop Deepfakes

While no solution can stop 100% of fraud, it's important to choose an identity verification vendor who stays on the cutting edge to lead the fight against ever-evolving fraud technology.

What technology is used to anti deepfakes? ›

Technology

Using machine learning, neural networks and forensic analysis, these systems can analyze digital content for inconsistencies typically associated with deepfakes. Forensic methods that examine facial manipulation can be used to verify the authenticity of a piece of content.

How will blockchain help AI? ›

By providing access to data both internal and external to an organisation, blockchain can help AI to expand by allowing for more actionable insights, better management of data consumption, and model sharing.

Can AI replace blockchain? ›

While blockchain and AI are different technologies, they complement each other. AI needs quality data to create better prediction models. With non-redundant, unchangeable information stored in its blocks, blockchain can act as a good source for data.

What is the intersection between AI and blockchain technology? ›

How do Blockchain and AI complement each other? Blockchain provides a secure, transparent, and tamper-proof environment, which is beneficial for storing the data that AI algorithms analyze. In return, AI can enhance the efficiency of blockchain by optimizing decision-making processes and automating complex procedures.

How does blockchain help machine learning? ›

ML is assumed to have a substantial effect on the advancement of blockchain in communication and networking systems by increasing efficiency, scalability, and security. This combination enables the secure and transparent storage of large datasets, allowing machine learning models to access and train on reliable data.

What are the intersections between AI and blockchain? ›

One of the key areas where AI and blockchain intersect is in enhancing the efficiency and security of blockchain networks. AI-powered algorithms can analyze vast amounts of data to detect anomalies, improve consensus mechanisms, and enhance network scalability.

Why does AI need crypto? ›

Crypto offers new ways to monetize open-source AI. It creates an open marketplace for AI development, ensuring access and rewarding contributions with tokens. For example, in decentralized AI networks like Bittensor, developers earn TAO tokens for their machine learning models when used in different AI applications.

What is the three-way relationship between blockchain AI and the cloud? ›

Blockchain provides the trusted, decentralized source of truth, AI powers the analytics and decisions made from the collected data, and cloud provides the globally distributed, scalable, and cost - efficient computing resources to support both technologies.

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