“This work represents a major step ahead in strengthening our info benefit as we fight subtle disinformation campaigns and synthetic-media threats,” says Bustamante. Hive was chosen out of a pool of 36 corporations to check its deepfake detection and attribution expertise with the DOD. The contract may allow the division to detect and counter AI deception at scale.
Defending in opposition to deepfakes is “existential,” says Kevin Guo, Hive AI’s CEO. “That is the evolution of cyberwarfare.”
Hive’s expertise has been skilled on a considerable amount of content material, some AI-generated and a few not. It picks up on indicators and patterns in AI-generated content material which are invisible to the human eye however might be detected by an AI mannequin.
“Seems that each picture generated by one in all these turbines has that kind of sample in there if you understand the place to search for it,” says Guo. The Hive workforce always retains observe of recent fashions and updates its expertise accordingly.
The instruments and methodologies developed by means of this initiative have the potential to be tailored for broader use, not solely addressing defense-specific challenges but in addition safeguarding civilian establishments in opposition to disinformation, fraud, and deception, the DOD stated in a press release.
Hive’s expertise offers state-of-the-art efficiency in detecting AI-generated content material, says Siwei Lyu, a professor of pc science and engineering on the College at Buffalo. He was not concerned in Hive’s work however has examined its detection instruments.
Ben Zhao, a professor on the College of Chicago, who has additionally independently evaluated Hive AI’s deepfake expertise, agrees however factors out that it’s removed from foolproof.
“Hive is definitely higher than many of the industrial entities and among the analysis strategies that we tried, however we additionally confirmed that it isn’t in any respect onerous to avoid,” Zhao says. The workforce discovered that adversaries may tamper with pictures in a manner that bypassed Hive’s detection.
