McAfee announces Deepfake Audio Detection technology

• 22
• 0

McAfee has announced its AI-powered Deepfake Audio Detection technology, known as Project Mockingbird. This new, proprietary technology was developed to help defend consumers against the surging threat of cybercriminals  utilizing fabricated, AI-generated audio to carry out scams that rob people of money and personal information, enable cyberbullying, and manipulate the public image of prominent figures.  

Anticipating the ever-growing challenge consumers face in distinguishing real from digitally manipulated content, McAfee Labs, the innovation and threat intelligence arm at McAfee, has developed an industry-leading advanced AI model trained to detect AI-generated audio. McAfee’s Project Mockingbird technology uses a combination of AI-powered contextual, behavioral, and categorical detection models to identify whether the audio in a video is likely AI-generated. With a 90% accuracy rate currently, McAfee can detect and protect against AI content that has been created for malicious “cheapfakes” or deepfakes, providing unmatched protection capabilities to consumers. 

“With McAfee’s latest AI detection capabilities, we will provide customers a tool that operates at more than 90% accuracy to help people understand their digital world and assess the likelihood of content being different than it seems,” said Steve Grobman, Chief Technology Officer, McAfee . “So, much like a weather forecast indicating a 70% chance of rain helps you plan your day, our technology equips you with insights to make educated decisions about whether content is what it appears to be.” 

McAfee is building on its rich history of AI innovation, the first public demos of Project Mockingbird, McAfee’s Deepfake Audio Detection technology, will be available onsite at the Consumer Electronics Show 2024. The unveiling of this new AI technology is also further evidence of McAfee’s focus on developing a comprehensive portfolio of AI models that are cross platform and serve multiple uses cases to safeguard consumers’ digital lives. 

Mockingbirds are a group of birds primarily known for mimicking or “mocking” the songs of other birds. While there’s no proven reason as to why Mockingbirds mock, one theory behind the behavior is that female birds may prefer males who sing more songs, so the males mock to trick them. Similarly, cybercriminals leverage Generative AI to “mock” or clone the voices of celebrities, influencers and even loved ones in order to defraud consumers. 

For over a decade, McAfee has used AI to safeguard millions of global customers from online privacy and identity threats. By running multiple models in parallel, McAfee can perform a comprehensive analysis of problems from multiple angles. For example, structural models are used to understand the threat types, behavior models to understand what that threat does, and contextual models to trace the origin of the data underpinning a particular threat. Utilizing multiple models concurrently allows McAfee to provide customers with the most effective information and recommendations and reinforces the company’s commitment to protecting people’s privacy, identity, and personal information. 

Source