Repository for final project of Data Mining Course
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Feb 24, 2021 - Jupyter Notebook
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adversarial-perturbations
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School AI semester project
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Oct 25, 2024 - Python
Pytorch implementation of https://github.com/val-iisc/nag
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Jun 24, 2018 - Python
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)
ensemble-learning
knowledge-distillation
fine-tuning
distillation
weight-sharing
adversarial-perturbations
pretrained-language-model
consistency-regularization
dropouts
parameter-efficient-learning
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Apr 15, 2022 - Python
Course Project for EE782. IIT Bombay, Autumn 2019
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Nov 30, 2019 - Jupyter Notebook
PyTorch implementation of Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations (in AAAI 2021)
machine-learning
computer-vision
pytorch
stereo
aaai
3d-reconstruction
stereo-vision
3d-vision
adversarial-machine-learning
adversarial-examples
adversarial-attacks
adversarial-perturbations
aaai2021
fooling-stereo-networks
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Mar 20, 2022 - Python
PyTorch implementation of Targeted Adversarial Perturbations for Monocular Depth Predictions (in NeurIPS 2020)
machine-learning
computer-vision
pytorch
3d-reconstruction
3d-vision
adversarial-machine-learning
adversarial-examples
adversarial-attacks
monocular-depth
adversarial-perturbations
monocular-depth-estimation
neurips
adversarial-robustness
targeted-adversarial-attacks
neurips-2020
monocular-depth-predictions
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Nov 15, 2022 - HTML
Code of our recently published attack FDA: Feature Disruptive Attack. Colab Notebook: https://colab.research.google.com/drive/1WhkKCrzFq5b7SNrbLUfdLVo5-WK5mLJh
style-transfer
image-recognition
deeplearning
captioning-images
adversarial-attacks
adversarial-perturbations
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Nov 11, 2019 - Python
[CIKM 2022] Self-supervision Meets Adversarial Perturbation: A Novel Framework for Anomaly Detection (PyTorch)
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Apr 11, 2023 - Python
Implementation of Papers on Adversarial Examples
deep-learning
pytorch
adversarial-networks
generative-adversarial-networks
adversarial-learning
adversarial-examples
fgsm
adversarial-attacks
adversarial-images
perturbations
adversarial-perturbations
semantic-adversarial-examples
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Apr 24, 2023 - Python
A Toolbox for Adversarial Robustness Research
security
benchmarking
machine-learning
pytorch
toolbox
robustness
adversarial-learning
adversarial-machine-learning
adversarial-example
adversarial-examples
adversarial-attacks
adversarial-perturbations
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Sep 14, 2023 - Jupyter Notebook
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