One initial line of defense could be to require transparency statements regarding how instruments have been vetted to combat malicious users, based on best practices (like a STAR editor check). In a recent workshop, we aimed to create such a compendium (see @andreaaaaa.bsky.social for access)!

There's hope! This is an adversarial game, researchers will need to continuously innovate to stay ahead @kiante.bsky.social @andreaaaaa.bsky.social & @jbogard.bsky.social ran an excellent workshop at #SJDM2025 to help folks get started Materials here: kiante-fernandez.github.io/sjdm-data-va...

Thanks so much for featuring us! So glad for everyone who attended and very happy to follow up if that’s of interest

Very cool and important work 🤩