Index

A

AdversarialEmbedding (class in wibench.attacks.adversarial.adversarial) AdversarialEmbeddingPSNR (class in wibench.attacks.adversarial.adversarial) Aesthetic (class in wibench.metrics.aesthetic.aesthetic)

ARWGANParams (class in wibench.algorithms.arwgan.wrapper) ARWGANWrapper (class in wibench.algorithms.arwgan.wrapper) Averaging (class in wibench.attacks.averaging.averaging)

B

BER (class in wibench.metrics.base) BLIP (class in wibench.metrics.blip.blip)

BlurDeblurFPNInception (class in wibench.attacks.blur_deblur.blur_deblur) BM3DDenoising (class in wibench.attacks.bm3d.bm3d) Brightness (class in wibench.attacks.distortions)

C

CenterCrop (class in wibench.attacks.distortions) ChunkySeal (class in wibench.algorithms.videoseal.wrapper) CINParams (class in wibench.algorithms.cin.wrapper) CINWrapper (class in wibench.algorithms.cin.wrapper)

CLIP_IQA (class in wibench.metrics.clip_iqa.clip_iqa) CLIPScore (class in wibench.metrics.clip.clip) ColorInversion (class in wibench.attacks.distortions) Contrast (class in wibench.attacks.distortions)

D

DCTMarkerWrapper (class in wibench.algorithms.dct_marker.wrapper) decode() (wibench.algorithms.dwsf.wrapper.DWSFWrapper method) denormalize_image() (in module wibench.utils) DFTMarkerWrapper (class in wibench.algorithms.dft_circle.wrapper) DiffusionDB (class in wibench.datasets.diffusiondb.diffusiondb) DiffusionRegeneration (class in wibench.attacks.diffusion_regeneration.regeneration) DIPAttack (class in wibench.attacks.dip_attack.dip_attack) DIPAttackNoise (class in wibench.attacks.dip_attack.dip_attack)

DoGBlur (class in wibench.attacks.blur_deblur.blur_deblur) DoGBlurDeblurFPNInception (class in wibench.attacks.blur_deblur.blur_deblur) DreamSim (class in wibench.metrics.dreamsim.dreamsim) DWSFParams (class in wibench.algorithms.dwsf.wrapper) DWSFWrapper (class in wibench.algorithms.dwsf.wrapper) DwtDctSvdWrapper (class in wibench.algorithms.invisible_watermark.wrapper) DwtDctWrapper (class in wibench.algorithms.invisible_watermark.wrapper) DWTSVMWrapper (class in wibench.algorithms.dwt_svm.wrapper)

E

embed() (wibench.algorithms.arwgan.wrapper.ARWGANWrapper method) (wibench.algorithms.cin.wrapper.CINWrapper method) (wibench.algorithms.dct_marker.wrapper.DCTMarkerWrapper method) (wibench.algorithms.dft_circle.wrapper.DFTMarkerWrapper method) (wibench.algorithms.dwsf.wrapper.DWSFWrapper method) (wibench.algorithms.dwt_svm.wrapper.DWTSVMWrapper method) (wibench.algorithms.fin.wrapper.FINWrapper method) (wibench.algorithms.hidden.wrapper.HiddenWrapper method) (wibench.algorithms.maskwm.wrapper.MaskWMWrapper method) (wibench.algorithms.maxsive.wrapper.MaXsiveWrapper method) (wibench.algorithms.metr.wrapper.METRWrapper method) (wibench.algorithms.pimog.wrapper.PIMoGWrapper method) (wibench.algorithms.ringid.wrapper.RingIDWrapper method) (wibench.algorithms.robust_wide.wrapper.RobustWideWrapper method) (wibench.algorithms.sshidden.wrapper.SSHiddenWrapper method) (wibench.algorithms.ssl_watermarking.wrapper.SSLMarkerWrapper method) (wibench.algorithms.stable_signature.wrapper.StableSignatureWrapper method) (wibench.algorithms.stega_stamp.wrapper.StegaStampWrapper method) (wibench.algorithms.syncseal.wrapper.SyncSeal method) (wibench.algorithms.treering.wrapper.TreeRingWrapper method) (wibench.algorithms.trustmark.wrapper.TrustMarkWrapper method) (wibench.algorithms.videoseal.wrapper.VideosealWrapper method) (wibench.algorithms.watermark_anything.wrapper.WatermarkAnythingWrapper method) EmbedderConfig (class in wibench.algorithms.syncseal.wrapper) encode() (wibench.algorithms.dwsf.wrapper.DWSFWrapper method)

extract() (wibench.algorithms.arwgan.wrapper.ARWGANWrapper method) (wibench.algorithms.cin.wrapper.CINWrapper method) (wibench.algorithms.dct_marker.wrapper.DCTMarkerWrapper method) (wibench.algorithms.dft_circle.wrapper.DFTMarkerWrapper method) (wibench.algorithms.dwsf.wrapper.DWSFWrapper method) (wibench.algorithms.dwt_svm.wrapper.DWTSVMWrapper method) (wibench.algorithms.fin.wrapper.FINWrapper method) (wibench.algorithms.hidden.wrapper.HiddenWrapper method) (wibench.algorithms.maskwm.wrapper.MaskWMWrapper method) (wibench.algorithms.maxsive.wrapper.MaXsiveWrapper method) (wibench.algorithms.metr.wrapper.METRWrapper method) (wibench.algorithms.pimog.wrapper.PIMoGWrapper method) (wibench.algorithms.ringid.wrapper.RingIDWrapper method) (wibench.algorithms.robust_wide.wrapper.RobustWideWrapper method) (wibench.algorithms.sshidden.wrapper.SSHiddenWrapper method) (wibench.algorithms.ssl_watermarking.wrapper.SSLMarkerWrapper method) (wibench.algorithms.stable_signature.wrapper.StableSignatureWrapper method) (wibench.algorithms.stega_stamp.wrapper.StegaStampWrapper method) (wibench.algorithms.syncseal.wrapper.SyncSeal method) (wibench.algorithms.treering.wrapper.TreeRingWrapper method) (wibench.algorithms.trustmark.wrapper.TrustMarkWrapper method) (wibench.algorithms.videoseal.wrapper.VideosealWrapper method) (wibench.algorithms.watermark_anything.wrapper.WatermarkAnythingWrapper method) ExtractorConfig (class in wibench.algorithms.syncseal.wrapper) ExtractorEncoder (class in wibench.algorithms.syncseal.wrapper) ExtractorHead (class in wibench.algorithms.syncseal.wrapper)

F

FID (class in wibench.metrics.fid.fid) FINParams (class in wibench.algorithms.fin.wrapper)

FINWrapper (class in wibench.algorithms.fin.wrapper) FrequencyMasking (class in wibench.attacks.frequency_masking.frequency_masking)

G

GaussianBlur (class in wibench.attacks.distortions)

GaussianNoise (class in wibench.attacks.distortions)

H

HiddenParams (class in wibench.algorithms.hidden.wrapper)

HiddenWrapper (class in wibench.algorithms.hidden.wrapper)

I

ImageEditingFLuxContext (class in wibench.attacks.image_editing.ImageEditingFluxContext)

ImageFolderDataset (class in wibench.datasets.base) ImageReward (class in wibench.metrics.image_reward.image_reward)

J

JNDConfig (class in wibench.algorithms.syncseal.wrapper)

JPEGCompression (class in wibench.attacks.distortions)

L

LatentFrequencyMasking (class in wibench.attacks.frequency_masking.frequency_masking)

LIIFAttack (class in wibench.attacks.liif.liif_attack) LPIPS (class in wibench.metrics.lpips.lpips)

M

MaskWMParams (class in wibench.algorithms.maskwm.wrapper) MaskWMWrapper (class in wibench.algorithms.maskwm.wrapper) MaXsiveParams (class in wibench.algorithms.maxsive.wrapper) MaXsiveWatermarkData (class in wibench.algorithms.maxsive.wrapper) MaXsiveWrapper (class in wibench.algorithms.maxsive.wrapper) METRParams (class in wibench.algorithms.metr.wrapper) METRWatermarkData (class in wibench.algorithms.metr.wrapper) METRWrapper (class in wibench.algorithms.metr.wrapper) module wibench.algorithms.arwgan.wrapper wibench.algorithms.cin.wrapper wibench.algorithms.dct_marker.wrapper wibench.algorithms.dft_circle.wrapper wibench.algorithms.dwsf.wrapper wibench.algorithms.dwt_svm.wrapper wibench.algorithms.fin.wrapper wibench.algorithms.hidden.wrapper wibench.algorithms.invismark.wrapper.InvisMarkWrapper wibench.algorithms.maskwm.wrapper wibench.algorithms.maxsive.wrapper wibench.algorithms.mbrs.wrapper.MBRSWrapper wibench.algorithms.metr.wrapper wibench.algorithms.pimog.wrapper wibench.algorithms.ringid.wrapper wibench.algorithms.robust_wide.wrapper wibench.algorithms.sshidden.wrapper wibench.algorithms.stable_signature.wrapper wibench.algorithms.stega_stamp.wrapper wibench.algorithms.syncseal.wrapper wibench.algorithms.treering.wrapper wibench.algorithms.trustmark.wrapper wibench.algorithms.videoseal.wrapper wibench.algorithms.watermark_anything.wrapper wibench.attacks.distortions wibench.utils

MSCOCO (class in wibench.datasets.mscoco.mscoco)

N

name (wibench.attacks.distortions.JPEGCompression attribute)

normalize_image() (in module wibench.utils) numpy_bgr2torch_img() (in module wibench.utils)

O

overlay_difference() (in module wibench.utils)

P

PIMoGParams (class in wibench.algorithms.pimog.wrapper) PIMoGWrapper (class in wibench.algorithms.pimog.wrapper) PixelSeal (class in wibench.algorithms.videoseal.wrapper) PixelShift (class in wibench.attacks.distortions)

PreNoisePolicy (class in wibench.algorithms.cin.wrapper) PromptFolderDataset (class in wibench.datasets.base) PSNR (class in wibench.metrics.base) PValue (class in wibench.metrics.base)

R

RandomCropout (class in wibench.attacks.distortions) report_name (wibench.attacks.distortions.Brightness attribute) (wibench.attacks.distortions.CenterCrop attribute) (wibench.attacks.distortions.ColorInversion attribute) (wibench.attacks.distortions.Contrast attribute) (wibench.attacks.distortions.GaussianBlur attribute) (wibench.attacks.distortions.GaussianNoise attribute) (wibench.attacks.distortions.JPEGCompression attribute) (wibench.attacks.distortions.PixelShift attribute) (wibench.attacks.distortions.RandomCropout attribute) (wibench.attacks.distortions.Resize attribute) (wibench.attacks.distortions.Rotate attribute) (wibench.attacks.distortions.Rotate90 attribute)

Resize (class in wibench.attacks.distortions) resize_torch_img() (in module wibench.utils) RignIDWatermarkData (class in wibench.algorithms.ringid.wrapper) RingIDParams (class in wibench.algorithms.ringid.wrapper) RingIDWrapper (class in wibench.algorithms.ringid.wrapper) RivaGanWrapper (class in wibench.algorithms.invisible_watermark.wrapper) RobustWideDecoderParams (class in wibench.algorithms.robust_wide.wrapper) RobustWideEncoderParams (class in wibench.algorithms.robust_wide.wrapper) RobustWideParams (class in wibench.algorithms.robust_wide.wrapper) RobustWideWmModelParams (class in wibench.algorithms.robust_wide.wrapper) RobustWideWrapper (class in wibench.algorithms.robust_wide.wrapper) Rotate (class in wibench.attacks.distortions) Rotate90 (class in wibench.attacks.distortions)

S

SEMAttack (class in wibench.attacks.SemanticImprintRemoval.semantic_attack) SSHiddenParams (class in wibench.algorithms.sshidden.wrapper) SSHiddenWrapper (class in wibench.algorithms.sshidden.wrapper) SSIM (class in wibench.metrics.base) SSLMarkerWrapper (class in wibench.algorithms.ssl_watermarking.wrapper) StableSignatureParams (class in wibench.algorithms.stable_signature.wrapper)

StableSignatureWrapper (class in wibench.algorithms.stable_signature.wrapper) StegastampInversion (class in wibench.attacks.stegastamp_inversion.stegastamp_inversion) StegaStampParams (class in wibench.algorithms.stega_stamp.wrapper) StegaStampWrapper (class in wibench.algorithms.stega_stamp.wrapper) SyncSeal (class in wibench.algorithms.syncseal.wrapper) SyncSealParams (class in wibench.algorithms.syncseal.wrapper)

T

torch_img2numpy_bgr() (in module wibench.utils) TPRxFPR (class in wibench.metrics.base) TreeRingParams (class in wibench.algorithms.treering.wrapper)

TreeRingWatermarkData (class in wibench.algorithms.treering.wrapper) TreeRingWrapper (class in wibench.algorithms.treering.wrapper) TrustMarkParams (class in wibench.algorithms.trustmark.wrapper) TrustMarkWrapper (class in wibench.algorithms.trustmark.wrapper)

V

VAEAttack (class in wibench.attacks.vae.vae)

VAERegeneration (class in wibench.attacks.VAERegeneration.regeneration) VideosealWrapper (class in wibench.algorithms.videoseal.wrapper)

W

WAParams (class in wibench.algorithms.watermark_anything.wrapper) watermark_data_gen() (wibench.algorithms.arwgan.wrapper.ARWGANWrapper method) (wibench.algorithms.cin.wrapper.CINWrapper method) (wibench.algorithms.dct_marker.wrapper.DCTMarkerWrapper method) (wibench.algorithms.dft_circle.wrapper.DFTMarkerWrapper method) (wibench.algorithms.dwsf.wrapper.DWSFWrapper method) (wibench.algorithms.dwt_svm.wrapper.DWTSVMWrapper method) (wibench.algorithms.fin.wrapper.FINWrapper method) (wibench.algorithms.hidden.wrapper.HiddenWrapper method) (wibench.algorithms.maskwm.wrapper.MaskWMWrapper method) (wibench.algorithms.maxsive.wrapper.MaXsiveWrapper method) (wibench.algorithms.metr.wrapper.METRWrapper method) (wibench.algorithms.pimog.wrapper.PIMoGWrapper method) (wibench.algorithms.ringid.wrapper.RingIDWrapper method) (wibench.algorithms.robust_wide.wrapper.RobustWideWrapper method) (wibench.algorithms.sshidden.wrapper.SSHiddenWrapper method) (wibench.algorithms.ssl_watermarking.wrapper.SSLMarkerWrapper method) (wibench.algorithms.stable_signature.wrapper.StableSignatureWrapper method) (wibench.algorithms.stega_stamp.wrapper.StegaStampWrapper method) (wibench.algorithms.syncseal.wrapper.SyncSeal method) (wibench.algorithms.treering.wrapper.TreeRingWrapper method) (wibench.algorithms.trustmark.wrapper.TrustMarkWrapper method) (wibench.algorithms.videoseal.wrapper.VideosealWrapper method) (wibench.algorithms.watermark_anything.wrapper.WatermarkAnythingWrapper method) WatermarkAnythingWrapper (class in wibench.algorithms.watermark_anything.wrapper) WatermarkData (class in wibench.algorithms.dct_marker.wrapper) (class in wibench.algorithms.dwt_svm.wrapper) wibench.algorithms.arwgan.wrapper module wibench.algorithms.cin.wrapper module wibench.algorithms.dct_marker.wrapper module wibench.algorithms.dft_circle.wrapper module wibench.algorithms.dwsf.wrapper module wibench.algorithms.dwt_svm.wrapper module wibench.algorithms.fin.wrapper module

wibench.algorithms.hidden.wrapper module wibench.algorithms.invismark.wrapper.InvisMarkWrapper module wibench.algorithms.maskwm.wrapper module wibench.algorithms.maxsive.wrapper module wibench.algorithms.mbrs.wrapper.MBRSWrapper module wibench.algorithms.metr.wrapper module wibench.algorithms.pimog.wrapper module wibench.algorithms.ringid.wrapper module wibench.algorithms.robust_wide.wrapper module wibench.algorithms.sshidden.wrapper module wibench.algorithms.stable_signature.wrapper module wibench.algorithms.stega_stamp.wrapper module wibench.algorithms.syncseal.wrapper module wibench.algorithms.treering.wrapper module wibench.algorithms.trustmark.wrapper module wibench.algorithms.videoseal.wrapper module wibench.algorithms.watermark_anything.wrapper module wibench.attacks.distortions module wibench.utils module WmDecoderConfig (class in wibench.algorithms.maskwm.wrapper) WmEncoderConfig (class in wibench.algorithms.maskwm.wrapper) WMForger (class in wibench.attacks.wmforger.wmforger) WPWMAttacker (class in wibench.attacks.SADRE.sadre)