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14 search results found

Smoothing Adversarial ⭐ 148

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

Adversarial Training for Neural Relation Extraction

Jpeg Defense ⭐ 65

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Rs Adversarial Learning ⭐ 52

A curated collection of adversarial attack and defense on recommender systems.

Robust Adv Malware Detection ⭐ 49

Code repository for the paper "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware"

Procedural Advml ⭐ 40

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

Vits Robustness Torch ⭐ 29

Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]

If Defense ⭐ 28

This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration

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

Robustarchitecturesearch ⭐ 18

This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"

Translearn ⭐ 14

Code implementation of the paper "With Great Training Comes Great Vulnerability: Practical Attacks against Transfer Learning", at USENIX Security 2018

Scaleable input gradient regularization

Dynamic_adv_training ⭐ 11

Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"

Adversarial Divergence Reduction ⭐ 11

Tensorflow implementation for the ECCV20 paper "Improving Adversarial Robustness by Enforcing Local and Global Compactness"

Discriminatordomainadaptation ⭐ 8

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