Index

_

__call__() (wibench.attacks.adversarial.adversarial.AdversarialEmbedding method) (wibench.attacks.adversarial.adversarial.AdversarialEmbeddingPSNR method) (wibench.attacks.averaging.averaging.Averaging method) (wibench.attacks.blur_deblur.blur_deblur.BlurDeblurFPNInception method) (wibench.attacks.blur_deblur.blur_deblur.DoGBlur method) (wibench.attacks.blur_deblur.blur_deblur.DoGBlurDeblurFPNInception method) (wibench.attacks.bm3d.bm3d.BM3DDenoising method) (wibench.attacks.common.Combination method) (wibench.attacks.common.Identity method) (wibench.attacks.common.ImageWatermark method) (wibench.attacks.diffpure.defence.DiffPureAttack method) (wibench.attacks.diffusion_regeneration.regeneration.DiffusionRegeneration method) (wibench.attacks.dip_attack.dip_attack.DIPAttack method) (wibench.attacks.dip_attack.dip_attack.DIPAttackNoise method) (wibench.attacks.disco.defence.DISCOAttack method) (wibench.attacks.flux_regeneration.regeneration.FluxRegeneration method) (wibench.attacks.flux_regeneration.regeneration.FluxRinsing method) (wibench.attacks.frequency_masking.frequency_masking.FrequencyMasking method) (wibench.attacks.frequency_masking.frequency_masking.LatentFrequencyMasking method) (wibench.attacks.image_editing.ImageEditingFluxContext.ImageEditingFLuxContext method) (wibench.attacks.image_editing.InstructPix2Pix.ImageEditingInstructPix2Pix method) (wibench.attacks.instagramcss_filters.instagramcss_filters.InstagramCSSFilters method) (wibench.attacks.liif.liif_attack.LIIFAttack method) (wibench.attacks.mprnet.MPRNetAttack method) (wibench.attacks.nrp.nrp.NRPLarge method) (wibench.attacks.nrp.nrp.NRPSmall method) (wibench.attacks.realesrgan.realesrgan_attack.RealESRGANAttack method) (wibench.attacks.SADRE.sadre.WPWMAttacker method) (wibench.attacks.SemanticImprintRemoval.semantic_attack.SEMAttack method) (wibench.attacks.stegastamp_inversion.stegastamp_inversion.StegastampInversion method) (wibench.attacks.trustmark_rm.trustmark_rm.TrustMarkRM method) (wibench.attacks.UniEdit_FLUX.image_editing.UniEditAttackFlux method) (wibench.attacks.UniEdit_FLUX.image_editing.UniInvAttackFlux method) (wibench.attacks.UnMarker.unmark.UnMarkerAttack method) (wibench.attacks.vae.vae.VAEAttack method) (wibench.attacks.VAERegeneration.regeneration.VAERegeneration method) (wibench.attacks.wmforger.wmforger.WMForger method) (wibench.metrics.aesthetic.aesthetic.Aesthetic method) (wibench.metrics.base.BER method) (wibench.metrics.base.EmbedWatermark method) (wibench.metrics.base.EmpiricalTPRxFPR method) (wibench.metrics.base.ExtractedWatermark method) (wibench.metrics.base.PSNR method) (wibench.metrics.base.PValue method) (wibench.metrics.base.Result method) (wibench.metrics.base.SSIM method) (wibench.metrics.base.TPRxFPR method) (wibench.metrics.base.WER method) (wibench.metrics.blip.blip.BLIP method) (wibench.metrics.clip.clip.CLIPScore method) (wibench.metrics.clip_iqa.clip_iqa.CLIP_IQA method) (wibench.metrics.dreamsim.dreamsim.DreamSim method) (wibench.metrics.fid.fid.FID method) (wibench.metrics.image_reward.image_reward.ImageReward method) (wibench.metrics.lpips.lpips.LPIPS method)

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) Combination (class in wibench.attacks.common) compute_latent_saliency_mask() (wibench.attacks.SADRE.sadre.WPWMAttacker method) compute_pattern() (wibench.attacks.averaging.averaging.Averaging method) 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) DiffPureAttack (class in wibench.attacks.diffpure.defence) 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)

DISCOAttack (class in wibench.attacks.disco.defence) 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.gaussian_shading.wrapper.GaussianShadingWrapper method) (wibench.algorithms.hidden.wrapper.HiddenWrapper method) (wibench.algorithms.invismark.wrapper.InvisMarkWrapper method) (wibench.algorithms.maskwm.wrapper.MaskWMWrapper method) (wibench.algorithms.maxsive.wrapper.MaXsiveWrapper method) (wibench.algorithms.mbrs.wrapper.MBRSWrapper 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.rosteals.wrapper.RoSteALSWrapper method) (wibench.algorithms.sepmark.wrapper.SepMarkWrapper 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.vine.wrapper.VINEWrapper method) (wibench.algorithms.watermark_anything.wrapper.WatermarkAnythingWrapper method) EmbedderConfig (class in wibench.algorithms.syncseal.wrapper) EmbedWatermark (class in wibench.metrics.base) EmpiricalTPRxFPR (class in wibench.metrics.base) encode() (wibench.algorithms.dwsf.wrapper.DWSFWrapper method)

estimate_watermark_strength() (wibench.attacks.SADRE.sadre.WPWMAttacker 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.gaussian_shading.wrapper.GaussianShadingWrapper method) (wibench.algorithms.hidden.wrapper.HiddenWrapper method) (wibench.algorithms.invismark.wrapper.InvisMarkWrapper method) (wibench.algorithms.maskwm.wrapper.MaskWMWrapper method) (wibench.algorithms.maxsive.wrapper.MaXsiveWrapper method) (wibench.algorithms.mbrs.wrapper.MBRSWrapper 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.rosteals.wrapper.RoSteALSWrapper method) (wibench.algorithms.sepmark.wrapper.SepMarkWrapper 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.vine.wrapper.VINEWrapper method) (wibench.algorithms.watermark_anything.wrapper.WatermarkAnythingWrapper method) ExtractedWatermark (class in wibench.metrics.base) 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)

FluxRegeneration (class in wibench.attacks.flux_regeneration.regeneration) FluxRinsing (class in wibench.attacks.flux_regeneration.regeneration) FrequencyMasking (class in wibench.attacks.frequency_masking.frequency_masking)

G

GaussianBlur (class in wibench.attacks.distortions) GaussianNoise (class in wibench.attacks.distortions)

GaussianShadingParams (class in wibench.algorithms.gaussian_shading.wrapper) GaussianShadingWatermarkData (class in wibench.algorithms.gaussian_shading.wrapper) GaussianShadingWrapper (class in wibench.algorithms.gaussian_shading.wrapper)

H

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

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

I

Identity (class in wibench.attacks.common) ImageEditingFLuxContext (class in wibench.attacks.image_editing.ImageEditingFluxContext) ImageEditingInstructPix2Pix (class in wibench.attacks.image_editing.InstructPix2Pix) ImageFolderDataset (class in wibench.datasets.base)

ImageReward (class in wibench.metrics.image_reward.image_reward) ImageWatermark (class in wibench.attacks.common) InstagramCSSFilters (class in wibench.attacks.instagramcss_filters.instagramcss_filters) InvisMarkWrapper (class in wibench.algorithms.invismark.wrapper)

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)

load_deblur_weights() (wibench.attacks.blur_deblur.blur_deblur.BlurDeblurFPNInception method) (wibench.attacks.blur_deblur.blur_deblur.DoGBlurDeblurFPNInception method) 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) MBRSWrapper (class in wibench.algorithms.mbrs.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.gaussian_shading.wrapper wibench.algorithms.hidden.wrapper wibench.algorithms.maskwm.wrapper wibench.algorithms.maxsive.wrapper wibench.algorithms.metr.wrapper wibench.algorithms.pimog.wrapper wibench.algorithms.ringid.wrapper wibench.algorithms.robust_wide.wrapper wibench.algorithms.rosteals.wrapper wibench.algorithms.sepmark.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.vine.wrapper wibench.algorithms.watermark_anything.wrapper wibench.attacks.distortions wibench.utils

MPRNetAttack (class in wibench.attacks.mprnet) MSCOCO (class in wibench.datasets.mscoco.mscoco)

N

normalize_image() (in module wibench.utils) NRPLarge (class in wibench.attacks.nrp.nrp)

NRPSmall (class in wibench.attacks.nrp.nrp) 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

RandomCrop (class in wibench.attacks.distortions) RandomCropout (class in wibench.attacks.distortions) RealESRGANAttack (class in wibench.attacks.realesrgan.realesrgan_attack) reset() (wibench.metrics.fid.fid.FID method) Resize (class in wibench.attacks.distortions) resize_torch_img() (in module wibench.utils) Result (class in wibench.metrics.base) 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) RoSteALSParams (class in wibench.algorithms.rosteals.wrapper) RoSteALSWrapper (class in wibench.algorithms.rosteals.wrapper) Rotate (class in wibench.attacks.distortions) Rotate90 (class in wibench.attacks.distortions)

S

SEMAttack (class in wibench.attacks.SemanticImprintRemoval.semantic_attack) SepMarkParams (class in wibench.algorithms.sepmark.wrapper) SepMarkWrapper (class in wibench.algorithms.sepmark.wrapper) 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) TrustMarkRM (class in wibench.attacks.trustmark_rm.trustmark_rm) TrustMarkWrapper (class in wibench.algorithms.trustmark.wrapper)

U

UniEditAttackFlux (class in wibench.attacks.UniEdit_FLUX.image_editing) UniInvAttackFlux (class in wibench.attacks.UniEdit_FLUX.image_editing)

UnMarkerAttack (class in wibench.attacks.UnMarker.unmark) update() (wibench.metrics.fid.fid.FID method)

V

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

VideosealWrapper (class in wibench.algorithms.videoseal.wrapper) VINEParams (class in wibench.algorithms.vine.wrapper) VINEWrapper (class in wibench.algorithms.vine.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.gaussian_shading.wrapper.GaussianShadingWrapper method) (wibench.algorithms.hidden.wrapper.HiddenWrapper method) (wibench.algorithms.invismark.wrapper.InvisMarkWrapper method) (wibench.algorithms.maskwm.wrapper.MaskWMWrapper method) (wibench.algorithms.maxsive.wrapper.MaXsiveWrapper method) (wibench.algorithms.mbrs.wrapper.MBRSWrapper 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.rosteals.wrapper.RoSteALSWrapper method) (wibench.algorithms.sepmark.wrapper.SepMarkWrapper 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.vine.wrapper.VINEWrapper 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) WER (class in wibench.metrics.base) 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.gaussian_shading.wrapper module wibench.algorithms.hidden.wrapper module wibench.algorithms.maskwm.wrapper module wibench.algorithms.maxsive.wrapper module wibench.algorithms.metr.wrapper module wibench.algorithms.pimog.wrapper module wibench.algorithms.ringid.wrapper module wibench.algorithms.robust_wide.wrapper module wibench.algorithms.rosteals.wrapper module wibench.algorithms.sepmark.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.vine.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)