Round 1 Test DatasetThe data being generated and disseminated is the test data used to evaluate trojan detection software solutions. This data, generated at NIST, consists of human level AIs trained to perform a variety of tasks (image classification, natural language processing, etc.). A known percentage of these trained AI models have been poisoned with a known trigger which induces incorrect behavior. This data will be used to develop software solutions for detecting which trained AI models have been poisoned via embedded triggers.

This document identifies the NIST Cybersecurity Framework Subcategories that map closely to the potential mitigations within Advanced Metering Infrastructure (AMI), Distributed Energy Resources (DER), and Distribution Grid Management (DGM) threat scenarios in the NESCOR document. This mapping is useful in determining which NIST Cybersecurity Framework Subcategories are most relevant to addressing cyber risks in voltage regulation for the distribution system and is helpful in comparing DER and traditional grid environments.

Provides data for employer businesses by sector, gender, ethnicity, race, veteran status, years in business, receipts size of firm, and employment size of firm for the U.S., states, and the fifty most populous metropolitan statistical areas (MSAs).

Provides data for employer firms by sector, gender, ethnicity, race, veteran status, and years in business for the U.S., states, and fifty most populous MSAs, including detailed business characteristics.

Provides data for owners of respondent employer firms by sector, gender, ethnicity, race, veteran status, and years in business for the U.S., states, and top fifty most populous MSAs, including detailed owner characteristics.

Provides data for employer businesses by sector, gender, ethnicity, race, veteran status, years in business, receipts size of firm, and employment size of firm for the U.S., states, and the fifty most populous metropolitan statistical areas (MSAs).

Provides data for employer firms by sector, gender, ethnicity, race, veteran status, and years in business for the U.S., states, and fifty most populous MSAs, including detailed business characteristics.

Provides data for owners of respondent employer firms by sector, gender, ethnicity, race, veteran status, and years in business for the U.S., states, and top fifty most populous MSAs, including detailed owner characteristics.

This document provides details on the experiment and associated measurement files available for download in the dataset ?In Situ Thermography During Laser Powder Bed Fusion of a Nickel Superalloy 625 Artifact with Various Overhangs and Supports.? The measurements were acquired during the fabrication of a small nickel superalloy 625 (IN625) artifact using a commercial laser powder bed fusion (LPBF) system. The artifact consists of two half-arch features with increasing degrees of overhangs, from 5° to 85°, in increments of 10°.

Daily Decennial Self-Response Rates