VentureBeat

Salesforce researchers release framework to test NLP model robustness

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More In the subfield of machine learning known as natural language processing ...
Semiconductor Engineering

When Is Robustness Verification Complete?

Test scenarios for robustness verification always contain many input stability issues, such as erroneous values, lack or loss of value, unexpected timing and unpredicted toggling. Certainly, there is ...
Homeland Security Today

Hitachi Systems Ltd. Raven ES Test Tool Receives Recognition as Communication Robustness Testing Test Tool for Use in the ISASecure Cybersecurity Certification Program

The ISA Security Compliance Institute announced the Raven Product Security Testing Suite for Embedded Systems (hereafter called “Raven ES”) Test tool provided by Hitachi Systems, Ltd. has been ...
JSTOR Daily

On Robustness for Hypotheses Testing

A way to deal with robustness in hypotheses testing using a tail-ordering on distributions is described. We prove, under mild conditions that to test H0: θ ≤ θ 0 against $\mathbf{\mathit{H}}_{{\bf 1}} ...
JSTOR Daily

On the Robustness of the $T^2_0$ Test in Multivariate Analysis of Variance When Variance-Covariance Matrices are Not Equal

Current interest in multivariate analysis in biometrics and other areas of applied statistics must inevitably lead to a scrutiny of the robustness of the procedure ...