Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
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Updated
Oct 2, 2024 - Jupyter Notebook
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
Generating Atari Images with GANs in PyTorch
[WACV2025, Early Accepted] McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis
Attack tool for altering packed samples so that they evade static packing detection
The official repository for CosPGD: a unified white-box adversarial attack for pixel-wise prediction tasks.
Algorithms for outlier, adversarial and drift detection
Projected Gradient Descent (PGD), inverted and amplified -> prompt & generate images with CLIP
Empirical Study of Adversarial Attacks on Deep Models for ESC
Code for the paper "Relating Implicit Bias and Adversarial Attacks through Intrinsic Dimension" [https://arxiv.org/abs/2305.15203] -- Now +CLIP!
PyTorch implementation of projected gradient descent (PGD) adversarial noise attack
This study provides a comprehensive comparison of the different algorithms implemented on a reservoir system, and the results are statistically analyzed from the results of other machine learning algorithms. It generates new data which is passed on from the discriminator of the Generative Adversarial Network.
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness
La nostra soluzione per la Tablut Challenge 2022 ♟️ (Fondamenti di Intelligenza Artificiale M)
💡 Adversarial attacks on explanations and how to defend them
Adversarial Training for Natural Language Understanding
Tool, paper, and study data for DeepManeuver: Adversarial Test Generation for Trajectory Manipulation of Autonomous Vehicles.
[Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric Medical Image Segmentation
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