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Search results for jupyter notebook adversarial examples

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20 search results found

Nlpaug ⭐ 3,825

Data augmentation for NLP

PhD/MSc course on Machine Learning Security (Univ. Cagliari)

Robust Physical Attack ⭐ 82

Physical adversarial attack for fooling the Faster R-CNN object detector

Wasserstein Introspective Neural Networks (CVPR 2018 Oral)

Pixel Deflection ⭐ 54

Deflecting Adversarial Attacks with Pixel Deflection

Procedural Advml ⭐ 40

Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)

Mlattacks ⭐ 38

Machine Learning Attack Series

Randomized Smoothing of All Shapes and Sizes (ICML 2020).

Mobile camera-based application that attempts to alter photos to preserve their utility to humans while making them unusable for facial recognition systems.

Ijcnn19attacks ⭐ 29

Adversarial Attacks on Deep Neural Networks for Time Series Classification

Advanced Gradient Obfuscating ⭐ 25

Take further steps in the arms race of adversarial examples with only preprocessing.

Synthesizing Robust Adversarial Examples ⭐ 24

My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-AW

Bert Probe ⭐ 16

BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipes of implicit and explicit defenses against character-level attacks.

Under_convnet ⭐ 10

Caffe code for the paper "Adversarial Manipulation of Deep Representations"

Wormholes ⭐ 10

Official implementation & data for paper "Strong and Precise Modulation of Human Percepts via Robustified ANNs" (NeurIPS 2023)

Capsnet Adversarial ⭐ 9

Capsule networks can defend against adversarial attacks using reconstruction error

📄 [Talk] OFFZONE 2022 / ODS Data Halloween 2022: Black-box attacks on ML models + with use of open-source tools

Controversial_stimuli_tutorial ⭐ 9

A PyTorch tutorial on synthesizing controversial stimuli for ImageNet classifiers

Sgd Uap Torch ⭐ 9

Universal Adversarial Perturbations (UAPs) for PyTorch

Deep Chicken Saviour ⭐ 8

using adversarial attacks to confuse deep-chicken-terminator 🛡️ 🐔

Adversarial Perturbations On Images And Videos ⭐ 8

Code and data from the paper "Targeted Nonlinear Adversarial Perturbations in Images and Videos".

Knn Defense ⭐ 8

Adversarial Examples on KNN (and its neural network friends)

Adversarial Frontier Stitching ⭐ 7

Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.

Fast Adversarial CNN-based Perturbation Attack on no-reference image- and video-quality metrics

Adversarial Machine Learning ⭐ 6

Taller de Adversarial Machine Learning

Lipschitz-Certifiable Training with a Tight Outer Bound [NeurIPS 2020] | BCP (Box Constraint Propagation) | ⚡💪🛡️

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