Datasig: Fingerprinting AI/ML datasets to stop data-borne attacks
blog.trailofbits.com | blog | #ai-security | #open-source | #machine-learning | #data-poisoning | #trail-of-bits | #aibom | #fingerprinting
Summary
Trail of Bits released Datasig, an open-source tool that fingerprints AI/ML datasets so AIBOM tooling can verify training data and expose poisoning without access to the raw data, validated on MNIST.
- Published
- Collected
--- id: 1399 title: "Datasig: Fingerprinting AI/ML datasets to stop data-borne attacks" source_domain: blog.trailofbits.com source_url: "https://blog.trailofbits.com/2025/05/02/datasig-fingerprinting-ai/ml-datasets-to-stop-data-borne-attacks/" published_at: "2025-05-02 11:00" tags: ["ai-security", "open-source", "machine-learning", "data-poisoning", "trail-of-bits", "aibom", "fingerprinting"] phying_url: "https://phying.com/item/1399" lang: en --- # Datasig: Fingerprinting AI/ML datasets to stop data-borne attacks ## Summary Trail of Bits released Datasig, an open-source tool that fingerprints AI/ML datasets so AIBOM tooling can verify training data and expose poisoning without access to the raw data, validated on MNIST. ## Intelligence Metadata - **Sources:** blog.trailofbits.com - **Published:** 2025-05-02 11:00 - **Original:** https://blog.trailofbits.com/2025/05/02/datasig-fingerprinting-ai/ml-datasets-to-stop-data-borne-attacks/ - **Phying News:** https://phying.com/item/1399