Search Results for author: Andrea Costanzo

Found 2 papers, 1 papers with code

Robust and Large-Payload DNN Watermarking via Fixed, Distribution-Optimized, Weights

1 code implementation23 Aug 2022 Benedetta Tondi, Andrea Costanzo, Mauro Barni

The design of an effective multi-bit watermarking algorithm hinges upon finding a good trade-off between the three fundamental requirements forming the watermarking trade-off triangle, namely, robustness against network modifications, payload, and unobtrusiveness, ensuring minimal impact on the performance of the watermarked network.

Model Compression Transfer Learning

CNN-Based Detection of Generic Constrast Adjustment with JPEG Post-processing

no code implementations29 May 2018 Mauro Barni, Andrea Costanzo, Ehsan Nowroozi, Benedetta Tondi

Detection of contrast adjustments in the presence of JPEG postprocessing is known to be a challenging task.

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