f-odc/xai-assisted-intrusion-detection

This repository contains the first resilient Intrusion Detection System that leverages prediction explanations to detect and defend against adversarial attacks on AI-based security models.

Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 0

thunlp/TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

Language: Python - Size: 295 KB - Last synced at: 8 days ago - Pushed at: 4 months ago - Stars: 1,550 - Forks: 194

Verified-Intelligence/auto_LiRPA

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

Language: Python - Size: 33.2 MB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 311 - Forks: 87

khalooei/Robustness-framework

An efficient framework for establishing baselines in standard and adversarial machine learning training projects

Language: Jupyter Notebook - Size: 627 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

Yarinyl/KDAT

official implementation for the AAAI-2025 paper KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models.

Language: Python - Size: 7.76 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

Mookpets/Adversarial-Robust-Phishing-Detector

Adversarially robust phishing email detection using DistilBERT, adversarial training, and a real-time Gradio interface. Built for cybersecurity and AI defense.

Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

emaballarin/CARSO

👀🛡️ Code for the paper “Carefully Blending Adversarial Training and Purification Improves Adversarial Robustness” by Emanuele Ballarin, Alessio Ansuini and Luca Bortolussi (2024)

Language: Python - Size: 152 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 1

sahiltech55/PhishNet-URL-Phishing-Detector

Rule-based phishing URL detector using SSL, domain age, and URL pattern analysis

Language: Python - Size: 264 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

Harry24k/catastrophic-overfitting

Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]

Language: Jupyter Notebook - Size: 106 MB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 27 - Forks: 1

faidrapts/randomized-smoothing-adv-sr

Randomized smoothing as an adversarial defense for inverse problems, applied to super-resolution, and compared to adversarial training.

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

nebula-beta/awesome-adversarial-deep-learning

A list of awesome resources for adversarial attack and defense method in deep learning

Size: 150 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 133 - Forks: 11

lionelmessi6410/awesome-real-world-adversarial-examples

😎 A curated list of awesome real-world adversarial examples resources

Size: 456 KB - Last synced at: 23 days ago - Pushed at: almost 5 years ago - Stars: 59 - Forks: 10

sukrutrao/Adversarial-Patch-Training

Code for the paper: Adversarial Training Against Location-Optimized Adversarial Patches. ECCV-W 2020.

Language: Python - Size: 54.7 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 46 - Forks: 9

microsoft/denoised-smoothing

Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs

Language: Jupyter Notebook - Size: 21.6 MB - Last synced at: about 17 hours ago - Pushed at: about 4 years ago - Stars: 97 - Forks: 18

hhoangphuoc/ATN-MNIST

An ATN-based Model Approach to Adversarial Attack and Defense

Language: Jupyter Notebook - Size: 111 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

khalooei/LSA

LSA : Layer Sustainability Analysis framework for the analysis of layer vulnerability in a given neural network. LSA can be a helpful toolkit to assess deep neural networks and to extend the adversarial training approaches towards improving the sustainability of model layers via layer monitoring and analysis.

Language: Python - Size: 33.8 MB - Last synced at: 9 days ago - Pushed at: about 3 years ago - Stars: 17 - Forks: 6

Kahsolt/Retreaval-based-Adversarial-Defense

Adversarial defense by retreaval-based methods

Language: Python - Size: 272 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Kahsolt/adv-patch-defense

Adversarial Patch defense using SegmentAndComplete (SAC) & Masked AutoEncoder (MAE)

Language: Python - Size: 2.85 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

agroudiev/Adversarial-Attacks

Report, slides and code of our presentation about Adversarial Attacks for the class "Introduction to Computer Vision"

Language: TeX - Size: 26.2 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

ForeverPs/Robust-Classification

CVPR 2022 Workshop Robust Classification

Language: Python - Size: 145 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 79 - Forks: 3

cdluminate/robdml

Enhancing Adversarial Robustness for Deep Metric Learning, CVPR, 2022

Language: Python - Size: 15.4 MB - Last synced at: about 3 hours ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 1

cdluminate/robrank

Adversarial Attack and Defense in Deep Ranking, T-PAMI, 2024

Language: Python - Size: 435 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 2

EdisonLeeeee/GUARD

[CIKM 2023] GUARD: Graph Universal Adversarial Defense

Language: Python - Size: 7.1 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 2

dvlab-research/LBGAT

Learnable Boundary Guided Adversarial Training (ICCV2021)

Language: Python - Size: 910 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 36 - Forks: 2

Bai-YT/AdaptiveSmoothing

Implementation of the paper "Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing".

Language: Jupyter Notebook - Size: 1.6 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 0

lanl/AdversarialTensors

Tensors-based framework for adversarial robustness

Language: Python - Size: 4.68 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

ElleZWQ/MMCoA

Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective

Language: Python - Size: 1.37 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

chs20/RobustVLM

[ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models

Language: Python - Size: 10.2 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 98 - Forks: 3

cuge1995/NeurIPS-2021-adversarial-attacks-and-defense-

NeurIPS 2021 papers and code focus on adversarial attacks and defense

Size: 2.93 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

cuge1995/U6DA

official Pytorch implementation of paper 'Adversarial samples for deep monocular 6D object pose estimation'

Size: 4.88 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 0

wssun/TiSE-CodeLM-Security

This repository provide the studies on the security of language models for code (CodeLMs).

Language: Python - Size: 267 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 28 - Forks: 0

dongyp13/Adversarial-Distributional-Training

Adversarial Distributional Training (NeurIPS 2020)

Language: Python - Size: 195 KB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 60 - Forks: 9

jh-jeong/smoothing-multiscale

Code for the paper "Multi-scale Diffusion Denoised Smoothing" (NeurIPS 2023)

Language: Python - Size: 4.25 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

davide97l/rl-policies-attacks-defenses

Adversarial attacks on Deep Reinforcement Learning (RL)

Language: Jupyter Notebook - Size: 346 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 72 - Forks: 12

yuvalofek/DefensiveLayer

Defending Against Adversarial Attacks One Layer at a Time

Language: Jupyter Notebook - Size: 72.9 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

mnswdhw/DefenseGAN-and-Cowboy-Defense

This repository implements the two popular defense architectures DefenseGAN and Cowboy that leverage GAN to protect classifiers against test time evasive adversarial attacks

Language: Python - Size: 873 KB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 5

GuanlinLee/CCNAMS

Improving Adversarial Robustness of 3D Point Cloud Classification Models (ECCV2022)

Language: Python - Size: 76.2 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0

s-kumano/simple-adversarial-example-code

Simple code related to adversarial examples, attacks, and defenses.

Language: Jupyter Notebook - Size: 66.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

CEA-LIST/adv-sat

Sinkhorn Adversarial Training (SAT): Optimal Transport as a Defense Against Adversarial Attacks

Language: Python - Size: 104 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 2

CEA-LIST/adv-reid

Metric Adversarial Attacks and Defense

Language: Python - Size: 81.1 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 4

fanghenshaometeor/DIversity-via-Orthogonality

Code for the paper "Towards Robust Neural Networks via Orthogonal Diversity"

Language: Python - Size: 938 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

sayakpaul/Denoised-Smoothing-TF

Minimal implementation of Denoised Smoothing (https://arxiv.org/abs/2003.01908) in TensorFlow.

Language: Jupyter Notebook - Size: 12.8 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 1

MJavaadAkhtar/Adversarial-training

A modified model for self-driving car that is resilient to adversarial attacks

Language: Jupyter Notebook - Size: 413 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

wkim97/FSR

Feature Separation and Recalibration (CVPR 2023 Highlights)

Language: Python - Size: 62.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 4

tao-bai/attack-and-defense-methods

A curated list of papers on adversarial machine learning (adversarial examples and defense methods).

Language: TeX - Size: 17.4 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 197 - Forks: 25

jh-jeong/smoothmix

Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)

Language: Roff - Size: 16.8 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 3

nis-research/dfmX-augmentation

Augmentation for CV using frequency shortcuts

Language: Python - Size: 257 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

Mishne-Lab/SOAP

Implementation of Self-supervised-Online-Adversarial-Purification

Language: Python - Size: 101 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 11 - Forks: 1

AI-secure/InfoBERT

[ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu

Language: Python - Size: 72.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 81 - Forks: 6

YonghaoXu/SACNet

[IEEE TIP 2021] Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification

Language: Python - Size: 2.37 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 27 - Forks: 4

Hadisalman/smoothing-adversarial

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

Language: Python - Size: 32.9 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 219 - Forks: 38

harry-kav/LittleAdversary

LittleAdversary is an adversarial machine learning library made to aid research into adversarial attacks and defences, with a primary focus on one-shot defences. It contains an end-to-end implementation of the proposed defence in 'Siamese Neural Networks for Adversarial Robustness ', complete with statistical analysis of the results.

Language: Jupyter Notebook - Size: 525 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

cornell-zhang/GARNET

GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks

Language: Python - Size: 16.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 31 - Forks: 0

tangxianfeng/PA-GNN

Implementation of paper "Transferring Robustness for Graph Neural Network Against Poisoning Attacks".

Language: Python - Size: 74.2 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 4

huanzhang12/CROWN-IBP

Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

Language: Python - Size: 88.9 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 87 - Forks: 13

u1234x1234/kdd2020-graph-adversarial-attacks-defence

6th place solution to KDD CUP 2020 Graph Adversarial Attacks & Defense

Language: Python - Size: 275 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

Shorya-Sharma/Game-Theory-For-Adversarial-Attacks-And-Defenses

This repo contains the code for the preprint 'Game Theory for Adversarial Attacks and Defenses' (https://arxiv.org/abs/2110.06166v2)

Language: Jupyter Notebook - Size: 7.19 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

MKYucel/adversarial_robustness_zsl

[ECCV 2020 AROW Workshop] A Deep Dive into Adversarial Robustness in Zero-Shot Learning

Language: Python - Size: 7.52 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

git-disl/FUSE

Robust Object Detection Fusion Against Deception

Language: Python - Size: 256 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

as791/Adversarial-Example-Attack-and-Defense

This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset.

Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 84 - Forks: 21

csce585-mlsystems/project-athena

This is the course project for CSCE585: ML Systems. Students will build their machine learning systems based on the provided infrastructure --- Athena.

Language: Python - Size: 3.97 GB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 20

as791/NOMARO_defense

Official Implementation of Paper "NOMARO: Defending against Adversarial Attacks by NOMA-Inspired Reconstruction Operation"

Language: Python - Size: 498 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

cdluminate/advrank

Adversarial Ranking Attack and Defense, ECCV, 2020.

Language: Python - Size: 55.5 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 5

SEC4SR/SEC4SR

Source Code for 'SECurity evaluation platform FOR Speaker Recognition' released in 'Defending against Audio Adversarial Examples on Speaker Recognition Systems'

Language: Python - Size: 152 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 22 - Forks: 15

nthu-datalab/Runtime-Masking-and-Cleansing

Code for "Adversarial Robustness via Runtime Masking and Cleansing" (ICML 2020)

Language: Jupyter Notebook - Size: 2.48 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 0

Rive-001/counterGAN

Adversarial Defense using Generative Adversarial Networks

Language: Python - Size: 622 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

adverML/SpectralDef_Framework

Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness?

Language: Python - Size: 237 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 3

craymichael/unfooling

[AAAI'23 Paper] A machine learning defense for auditors of black box automated decision-making systems.

Language: Python - Size: 1.19 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

safreita1/unmask

Adversarial detection and defense for deep learning systems using robust feature alignment

Language: Jupyter Notebook - Size: 34.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 4

pedromsferraz/AdversarialTrainingVsPatchAttacks

Evaluating the Use of Fast Adversarial Training in Defending Against Adversarial Patch Attacks

Language: Jupyter Notebook - Size: 255 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

emaballarin/RADLER 📦

[Partial] RADLER: (adversarially) Robust Adversarial Distributional LEaRner

Language: Python - Size: 225 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

rshaojimmy/OSAD

[ECCV 2020] Pytorch codes for Open-set Adversarial Defense

Language: Python - Size: 562 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 2

jh-jeong/smoothing-consistency

Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)

Language: Python - Size: 13.4 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 3

divyam3897/MNG_AC

Code for the paper "Learning to Generate Noise for Multi-Attack Robustness" (ICML 2021)

Language: Python - Size: 507 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 2

elliothe/CVPR_2019_PNI

pytorch implementation of Parametric Noise Injection for adversarial defense

Language: Python - Size: 838 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 37 - Forks: 16

philippnormann/adversarial-recsys

📕 Adversarial Attacks and Defenses for Image-Based Recommendation Systems using Deep Neural Networks.

Language: Jupyter Notebook - Size: 132 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 1

AristiPap/Adversarial_ML_Research

:computer: :bulb: Bachelor's Thesis on Adversarial Machine Learning Attacks and Defences

Language: Jupyter Notebook - Size: 168 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 0

wunderwuzzi23/mlattacks

Machine Learning Attack Series

Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 35 - Forks: 1

ZikangXiong/rl-detect-and-denoise-defense

[ECML 22'] Defending Observation Attacks in Deep Reinforcement Learning via Detection and Denoising

Language: Python - Size: 33.2 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

akash13singh/resilient_nlp

MockingBERT: Making Transformer Models Resilient to Adversarial Misspellings

Language: Jupyter Notebook - Size: 5.01 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

jfc43/eval-transductive-robustness

Exploring evaluating the adversarial robustness of transductive-learning based defenses.

Language: Python - Size: 74.2 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

rshaojimmy/OSDN-CAML

[IJCV 2022] Pytorch codes for Open-set Adversarial Defense with Clean-Adversarial Mutual Learning

Language: Python - Size: 236 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

xintaoding/Cons-Def

Consensus Adversarial Defense Method Based on Augmented Examples

Language: Python - Size: 627 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

tkuo-tkuo/ML-Security-in-Computer-Vision-System

Final Year Thesis Project (COMP4981H) for Computer Science Students in HKUST

Language: Jupyter Notebook - Size: 295 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

mnswdhw/InvGAN-Pytorch

This repository implements the Invgan defense architecture in Pytorch. InvGAN acts as an initialisation for DefenseGAN and can help in State of the Art robustness of target models against adversarial attacks.

Language: Python - Size: 1020 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

AISIGSJTU/SEBR

Robust Bayesian Neural Networks by Spectral Expectation Bound Regularization

Language: Python - Size: 1.69 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 2

snu-mllab/preemptive-robustification

Official PyTorch implementation of "Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks" (AAAI 2022)

Language: Python - Size: 76.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

SEC4SR/sec4sr.github.com

Official webpage for the paper 'Defending against Audio Adversarial Examples on Speaker Recognition Systems'.

Size: 4.53 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

fordevoted/NTU-1091-SPML-Adversarial_Defense

Language: Python - Size: 423 KB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

dmitrykazhdan/GP-DNN-Hybrids

Using Gaussian Processes for Deep Neural Network Predictive Uncertainty Estimation

Language: Python - Size: 537 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0

rzhangpku/DBA

Source code for ESORICS 2020 paper "Detection by attack: Detecting adversarial samples by undercover attack"

Language: Python - Size: 18.6 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

smallflyingpig/adversarial_attack_and_defense

some examples for adversarial attack and defense with pytorch

Language: Python - Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0