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perturbations

Here are 12 public repositories matching this topic...

EndlessSora / DeeperForensics-1.0

[CVPR 2020] A Large-Scale Dataset for Real-World Face Forgery Detection

benchmark dataset videos method real-world deepfakes perturbations face-manipulation cvpr2020 face-forgery-detection face-forensics

Updated Jul 9, 2021
Python

sarathknv / adversarial-examples-pytorch

Implementation of Papers on Adversarial Examples

visualization opencv deep-neural-networks deep-learning python3 pytorch adversarial-networks generative-adversarial-networks adversarial-learning adversarial-examples fgsm adversarial-attacks adversarial-images perturbations adversarial-defence adversarial-perturbations random-perturbations semantic-adversarial-examples

Updated Apr 24, 2023
Python

tuero / perturbations-differential-pytorch

Differentiable Optimizers with Perturbations in Pytorch

optimizer pytorch differential perturbations

Updated Mar 29, 2021
Python

val-iisc / nag

[CVPR 2018] Tensorflow implementation of NAG : Network for Adversary Generation

tensorflow gan perturbations

Updated May 24, 2018
Python

zichuan-liu / ContraLSP

[ICLR'24] Official PyTorch Implementation of ContraLSP

deep-learning time-series explainable-ai xai perturbations explainability

Updated Apr 12, 2024
Python

sajabdoli / UAP

Universal Adversarial Audio Perturbations

adversarial-machine-learning universal-adversarial-perturbations adversarial-attacks perturbations sincnet

Updated May 29, 2020
Python

mims-harvard / PDGrapher

Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks

drug-discovery causal-inference geometric-deep-learning perturbations graph-neural-networks therapeutics

Updated May 22, 2024
Python

Ksuryateja / AdvExGAN

Adversarial Attack using a DCGAN

python discriminator dcgan googlenet loss pytorch-gan fgsm adversarial-attacks perturbations epsilon-values-mentioned whitebox-attacks unperturbed-images

Updated Oct 2, 2019
Python

UQ-Trust-Lab / PdD

A Character-level Perturbation Generator based on probability distribution, density and diversity.

nlp neural-network robustness perturbations

Updated Jan 23, 2024
Python

sisinflab / MSAP

In this work, we extend the FGSM method proposing multistep adversarial perturbation (MSAP) procedures to study the recommenders’ robustness under powerful methods. Letting fixed the perturbation magnitude, we illustrate that MSAP is much more harmful than FGSM in corrupting the recommendation performance of BPR-MF.

security collaborative-filtering recommender-system aml adversarial-machine-learning fgsm perturbations msap fast-gradient-sign-attack bayesian-per

Updated Dec 8, 2022
Python

zichuan-liu / TimeXplusplus

[ICML'24] Official PyTorch Implementation of TimeX++

deep-learning time-series interpretability information-bottleneck explainable-ai xai perturbations explainability

Updated May 17, 2024
Python

EmilienAsc / Stadius-Move-V2

This is the enhanced version of Stadius Move on Thionville, the traffic info scraping bot for Citéline buses.

bot bus python3 bus-schedule trafic perturbations thionville citeline info-trafic

Updated Dec 8, 2023
Python

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