Maybe new to ADS-B, but a long-established technique in other fields.
I know of ham radios from 15 years ago which could fingerprint incoming signals to identify (and block) "IQ-zero" operators. It involved looking at signal rise rate, deviation variations, frequency difference (ie PLL offset), ... Just didn't involve "AI" back then, so obviously this new research is completely different.