GANDCTAnalysis icon indicating copy to clipboard operation
GANDCTAnalysis copied to clipboard

Code for the ICML 2020 paper: Leveraging Frequency Analysis for Deep Fake Image Recognition.

Results 14 GANDCTAnalysis issues
Sort by recently updated
recently updated
newest added

In Section 4.1 of the paper, “For training a model on samples in the image domain, we normalize the pixel values to the range [−1, 1]. In the frequency domain,...

Bumps [numpy](https://github.com/numpy/numpy) from 1.18.1 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.1.2 to 2.7.2. Release notes Sourced from tensorflow's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependencies

Bumps [pillow](https://github.com/python-pillow/Pillow) from 8.2.0 to 9.0.1. Release notes Sourced from pillow's releases. 9.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/9.0.1.html Changes In show_file, use os.remove to remove temporary images. CVE-2022-24303 #6010 [@​radarhere, @​hugovk] Restrict builtins within...

dependencies

Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 3.11.2 to 3.15.0. Release notes Sourced from protobuf's releases. Protocol Buffers v3.15.0 Protocol Compiler Optional fields for proto3 are enabled by default, and no longer require the...

dependencies

Bumps [joblib](https://github.com/joblib/joblib) from 0.14.1 to 1.2.0. Changelog Sourced from joblib's changelog. Release 1.2.0 Fix a security issue where eval(pre_dispatch) could potentially run arbitrary code. Now only basic numerics are supported....

dependencies

Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 3.11.2 to 3.18.3. Release notes Sourced from protobuf's releases. Protocol Buffers v3.18.3 C++ Reduce memory consumption of MessageSet parsing This release addresses a Security Advisory for C++...

dependencies

tensorflow/core/framework/dataset.cc:959] Input of GeneratorDatasetOp::Dataset will not be optimized because the dataset does not implement the AsGraphDefInternal() method needed to apply optimizations

when i run the code `python run_classifier.py \submission_models\source_identification\celebA\cnn_pixel ~\datasets\celeba128 -s 1000` the model outputs the belowed results ` 45.10% of the images are from class 0 (451) 53.20% of the...

Bumps [werkzeug](https://github.com/pallets/werkzeug) from 0.16.1 to 2.2.3. Release notes Sourced from werkzeug's releases. 2.2.3 This is a fix release for the 2.2.x release branch. Changes: https://werkzeug.palletsprojects.com/en/2.2.x/changes/#version-2-2-3 Milestone: https://github.com/pallets/werkzeug/milestone/26?closed=1 This release contains...

dependencies