While black-box methods like functional testing offer some evaluation, they are inherently limited compared to audits of transparent systems, highlighting the importance of open AI development.

Why is black-box detection of AI images so challenging? Traditional detection methods for AI-generated content rely heavily on access to the inner workings of the models - an approach often ...

Laboratory of Materials, Processes, Catalysis, Agri-Food, and Environment, Higher School of Technology, Sidi Mohammed Ben Abdellah University, Fez 30000, Morocco Laboratory of Materials, Processes, ...

It is widely applied in the fields of image segmentation and shape recognition. This paper presents a new box-counting method for estimation of fractal dimension of images. Original ideas of the ...

Experimental results highlight Atelier’s superiority over state-of-the-art black-box methods, general-purpose LLMs, and LLM-based methods, demonstrating notable improvements in success rates, design ...

Implements tolerance based equality methods: AlmostEqual(double, double), NotEqual(double,double), Greater(double, double) and Smaller(double, double). One of the base classes, can be constructed by ...

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