Orson93

Create Backdoor-based Bayesian Diffusion Model

4

# BacKBayDiffMod : Backdoor-based Bayesian Diffusion Model Hey Guys @beat-buesser ! , @f4str , @GiulioZizzo I've just developed the first ever backdoor attack using a Bayesian approach, a diffusion model...

Dev 1.14.0

4

# Description Please include a summary of the change, motivation and which issue is fixed. Any dependencies changes should also be included. Fixes # (issue) ## Type of change Please...

Update README.md

6

creation of an audio backdoor attack using stylistic transformations : https://github.com/OrsonTyphanel93/adversarial-robustness-toolbox/blob/main/notebooks/Backdoor_attack_using_audio_stylistic_transformations_in_deep_neural_network_model_learning.ipynb # Description This code involves the creation of an audio backdoor attack using stylistic transformations # Testing malicious modifications...

Create AudioDynamicTrigger

7

# Description : Dynamic Stacking of triggers : last Update ( 26, may 2024) : https://github.com/OrsonTyphanel93/adversarial-robustness-toolbox/blob/dev_1.14.0/The_END_Last_update_ART_dynamic_backdoor_attacks_trigger_stacking_(_Audio).ipynb https://github.com/OrsonTyphanel93/adversarial-robustness-toolbox/blob/dev_1.14.0/Update_ART_dynamic_backdoor_attacks_trigger_stacking_(_Audio).ipynb "DynamicTrigger", exploits a "trigger stacking" technique combining numerous triggers to make detection more...

Create DirtyFlipping

5

### Target Label-Flipping Attack Using Dirty Label-Inversion : Speech Vulnerability ! A dirty label-flipping attack is used in the backdoor approach to produce poisoned data collection. Input consists of clean...

Backdoor attack HuggingFace Model Automatic Speech Recognition via HuggingFaceClassifierPytorch ART

5

Hello(s) Dear, @f4str , @GiulioZizzo , @beat-buesser ! is it possible to dynamically parameterize the face of the classifier *HuggingFaceClassifierPyTorch* otherwise, it doesn't seem as dynamic as the other ART...

BUG web ART

1

**Describe the bug** Hi guys @beat-buesser , does the ART web : https://adversarial-robustness-toolbox.readthedocs.io/en/latest/ always have a bug when displaying the HTML page? at first I thought it was a mirror...

# Description This code transforms the audios dirty label backdoor attack into a truly robust clean label attack!, Please include a summary of the change, motivation and which issue is...

Create BackStockPros

5

# MarketBack , notebook , june 11, 2024 [link](https://github.com/OrsonTyphanel93/adversarial-robustness-toolbox/blob/dev_1.14.0/ART_1_18_MarketBack_adversarial_machine_learning.ipynb) # MarketBack , notebook , september 16, 2024 [link](https://github.com/OrsonTyphanel93/adversarial-robustness-toolbox/blob/dev_1.14.0/Bayesian_Optimization_ART_1_19_MarketBack_adversarial_machine_learning.ipynb) # Backdoor attack via jumps-Diffusion and stochastic processes : BackStockPros Hello Dear...

Create MarketBackFinal 2.0

7

# Backdoor attack via jumps-Diffusion and stock market and Bayesian Optimization : MarketBackFinal 2.0 # Description Hi guys @beat-buesser !, I am attaching the latest backdoor attack method based on...