Timothy Blattner

Publications

Tech on AI and Machine Learning and NIST's Role

April 19, 2024

Author(s)

Timothy Blattner, Alden A. Dima, Michael Paul Majurski

Trojan Detection Evaluation: Finding Hidden Behavior in AI Models

October 10, 2020

Author(s)

Michael Majurski, Derek Juba, Timothy Blattner, Peter Bajcsy, Walid Keyrouz

Neural Networks are trained on data, learn relationships in that data, and then are deployed to the world to operate on new data. For example, a traffic sign

Hedgehog: A Performance-Oriented General-Purpose Library for Multi-GPU Systems

March 26, 2020

Author(s)

Alexandre Bardakoff, Timothy J. Blattner, Walid Keyrouz

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Data and Software Publications

Trojan Detection Software Challenge - object-detection-jul2022-train

Author(s)

Michael Majurski, Timothy Blattner, Derek Juba

Round 10 Train DatasetThis is the training data used to create and evaluate trojan detection software solutions. This data, generated at NIST, consists of object detection AIs trained on the COCO

Trojan Detection Software Challenge - nlp-summary-jan2022-test

Author(s)

Michael Majurski, Timothy Blattner, Derek Juba

Round 9 Test DatasetThis is the test data used to evaluate trojan detection software solutions. This data, generated at NIST, consists of natural language processing (NLP) AIs trained to perform one

Trojan Detection Software Challenge - nlp-summary-jan2022-holdout

Author(s)

Michael Majurski, Timothy Blattner, Derek Juba

Round 9 Holdout DatasetThis is the holdout data used to evaluate trojan detection software solutions. This data, generated at NIST, consists of natural language processing (NLP) AIs trained to perform

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Timothy Blattner (Fed)

Publications

Data and Software Publications