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The Top 23 Jupyter Notebook Adversarial Machine Learning Open Source Projects

Open source projects categorized as Jupyter Notebook Adversarial Machine Learning
Categories > Adversarial Machine Learning
Categories > Data Processing > Jupyter Notebook
Secml ⭐ 100
A Python library for Secure and Explainable Machine Learning
dependent packages 2total releases 31most recent commit a year agopypi secml} Downloads
Robust Physical Attack ⭐ 82
Physical adversarial attack for fooling the Faster R-CNN object detector
most recent commit 4 years ago
Pixel Deflection ⭐ 54
Deflecting Adversarial Attacks with Pixel Deflection
most recent commit 6 years ago
Hackthisai ⭐ 48
Adversarial Machine Learning (AML) Capture the Flag (CTF)
most recent commit 10 months ago
Procedural Advml ⭐ 40
Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)
most recent commit 3 years ago
Mlattacks ⭐ 38
Machine Learning Attack Series
most recent commit a year ago
Trickster ⭐ 29
Library and experiments for attacking machine learning in discrete domains
most recent commit 4 years ago
Vits Robustness Torch ⭐ 29
Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]
most recent commit a year ago
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
most recent commit 6 years ago
Ics Evasion Attacks ⭐ 23
Public Code for ICS Evasion Attack Generation
most recent commit 3 years ago
Fed_iot_guard ⭐ 21
Detection of IoT devices infected by malwares from their network communications, using federated machine learning
most recent commit a year ago
Human Extractor ⭐ 20
👤 Cutting people out automatically using Image translation's architecture Pix2Pix
most recent commit 4 years ago
Adversedrive ⭐ 16
Attacking Vision based Perception in End-to-end Autonomous Driving Models
most recent commit 4 years ago
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.
most recent commit 2 years ago
Adversarial Ml 101 ⭐ 13
A beginner friendly repository for getting started with adversarial machine learning in PyTorch
most recent commit 2 years ago
Data Science ⭐ 13
My projects about data science, artificial intelligence and cumputer security in AI ☣🤖
most recent commit 7 months ago
Rfml ⭐ 12
Radio Frequency Machine Learning with PyTorch
most recent commit 4 years ago
Tf2 Keras Gan Notebooks ⭐ 11
Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)
most recent commit 2 years ago
Reetoolbox ⭐ 11
Toolbox for measuring adversarial robustness to many transforms
most recent commit a year ago
Short Lived Adversarial Perturbations ⭐ 10
Artifacts for SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations
most recent commit 3 years ago
Biometric Backdoors ⭐ 9
Code for "Biometric Backdoors: A Poisoning Attack Against Unsupervised Template Updating"
most recent commit 2 years ago
Sgd Uap Torch ⭐ 9
Universal Adversarial Perturbations (UAPs) for PyTorch
most recent commit 3 years ago
Adversarial Gene Expression ⭐ 8
Adversarial generation of gene expression data using Generative Adversarial Networks
most recent commit 3 years ago
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