HOW DO WE SOLVE DEEPFAKES?

Max Yamp
1 reply
We're almost at the point now where they are indistinguishable from real life. We will no longer be able to trust video or images, even voice. BLOCKCHAIN TO THE RESCUE? To combat the challenge of deepfakes, blockchain technology can be a valuable ally. The inherent qualities of a blockchain - decentralization, immutability, and transparency - can help establish trust and authenticity in digital content. Here's how: Provenance Tracking: By storing metadata of digital content on a blockchain, we can establish a clear and tamper-proof record of the content's origin, its creators, and any modifications made to it over time. This can be particularly useful for verifying the authenticity of images, videos, and voice recordings. If a piece of content does not have a blockchain-based record or its record shows signs of unauthorized modifications, it could be flagged as a potential deepfake. Digital Signatures: A digital signature, similar to a watermark, can be attached to digital content. This signature, which can be verified on a blockchain, acts as a seal of authenticity that confirms the content was created by a specific entity and has not been tampered with. If the digital signature does not match the one on the blockchain, the content could be considered fraudulent. Consensus Mechanism: Blockchain's consensus mechanism can ensure that any changes made to the digital content are validated by multiple entities. This distributed verification can help prevent unauthorized alterations to the content. Smart Contracts: Smart contracts can be used to automate the process of content verification. For example, a smart contract could be programmed to compare the metadata or digital signature of a piece of content against the data on the blockchain and automatically flag any discrepancies. Time-Stamping: By time-stamping digital content on a blockchain, we can create a chronological record of when the content was created and any subsequent modifications. This can help detect any suspicious alterations made to the content after its creation. Of course, blockchain technology is not a silver bullet solution for the deepfake problem. There are still challenges to overcome, such as the need for robust and scalable blockchain infrastructure and the potential privacy concerns related to storing personal data on a blockchain. However, in conjunction with other technologies like artificial intelligence and digital forensics, blockchain can play a significant role in the fight against deepfakes. By combining the strengths of these technologies, we can create a multi-layered defense against deepfakes, ensuring the authenticity and trustworthiness of digital content in the age of advanced AI and deepfake technology.

Replies

Hritik Verma
It's seriously getting crazy these days! Deepfakes looks so real and it's hard to tell what's what anymore. Even the fake voices, recently a clip went viral of Biden, Trump, and Obama playing GTA 5 ๐Ÿ˜‚