shahrukhx01/bert-probe

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.

Language: Jupyter Notebook - Size: 43.8 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 3

neilkichler/robustness_set

Robustness of Sparse Multilayer Perceptrons for Supervised Feature Selection

Language: Python - Size: 41.8 MB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

mofayezi/RobuText

[CVPRW 2023] Official implementation of "Benchmarking Robustness to Text-Guided Corruptions".

Language: Python - Size: 728 KB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

antoninschrab/dckernel-paper

Reproducibility code for Robust Kernel Hypothesis Testing under Data Corruption, by Schrab and Kim

Language: Jupyter Notebook - Size: 7.58 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

SafeRL-Lab/Robust-RL-Baselines

Robust Reinforcement Learning Benchmark

Size: 13.7 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

junwu6/FedBVA

Adversarial Robustness through Bias Variance Decomposition: A New Perspective for Federated Learning

Language: Python - Size: 18.2 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

ryuryukke/HowYouPromptMatters

The official repository for our paper, "How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection"

Size: 38.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Verified-Intelligence/alpha-beta-CROWN

alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)

Language: Python - Size: 70.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 202 - Forks: 46

zhongyy/Adversarial_MTER

Code for ICCV2019 paper《Adversarial Learning with Margin-based Triplet Embedding Regularization》

Language: Python - Size: 344 KB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 28 - Forks: 4

Ali-E/FastClip

Controlling the spectral norm of implicitly linear layers (e.g., convolutional layers)

Language: Python - Size: 79.1 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0

alirezaabdollahpour/CURE_fast_adversarial

An unofficial version of the PyTorch implementation of CURE and Fast Adversarial training with FGSM.

Language: Python - Size: 146 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Laugharne/how_nasa_writes_space_proof_code

Learn about the importance of writing reliable and safe code for production environments, particularly in scenarios involving extreme safety measures. We explore NASA's set of rules known as the "Power of 10" that are derived from their experience in developing software for space missions.

Size: 1.95 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

HailongHuPri/OODGANAttack

Fooling Machine Learning Models: A Novel Out-of-Distribution Attack through Generative Adversarial Networks

Language: Python - Size: 134 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

VITA-Group/triple-wins

[ICLR 2020] ”Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference“

Language: Python - Size: 13.2 MB - Last synced at: 23 days ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 7

BorealisAI/mma_training

Code for the paper "MMA Training: Direct Input Space Margin Maximization through Adversarial Training"

Language: Python - Size: 336 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 34 - Forks: 11

AI4LIFE-GROUP/average-case-robustness

Characterizing Data Point Vulnerability via Average-Case Robustness, UAI 2024

Language: Python - Size: 38.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

yuanyige/trustworthy-AI-relations

Paper Summary for Relations between Trustworthy AI Concepts

Size: 59.9 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ti1uan/simplex-CROWN

Uses the simplex to propose a tighter boundary for the l1 perturbation of the convex activation function network, improving the effect of the CROWN algorithm.

Language: Python - Size: 3.1 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

MotasemAlfarra/Online_Test_Time_Adaptation

Revisiting Test Time Adaptation Under Online Evaluation

Language: Python - Size: 598 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 2

shishirstute/Vulnerability-Assessment-Power-System

measures the vulnerability of the system by formulating the aggregated metric using extended metrics.

Language: Python - Size: 7.81 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

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

poloclub/robust-principles

Robust Principles: Architectural Design Principles for Adversarially Robust CNNs

Language: Python - Size: 800 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 3

alirezaabdollahpour/SuperDeepFool

Language: Python - Size: 1.31 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

youpengl/FedCHAR

[UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition

Language: Python - Size: 9.37 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 4

harsmac/MUFIACode

Code for the attack multiplicative filter attack MUFIA, from the paper "Frequency-based vulnerability analysis of deep learning models against image corruptions".

Language: Python - Size: 3.03 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

HillZhang1999/RobustGEC

Code & Data for our Paper "RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation" (EMNLP 2023)

Language: Python - Size: 1.69 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 0

aeturrell/specification_curve

Specification Curve is a Python package that performs specification curve analysis: exploring how a coefficient varies under multiple different specifications of a statistical model.

Language: Python - Size: 4.13 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 4

JonathanCrabbe/RobustXAI

This repository contains the implementation of the explanation invariance and equivariance metrics, a framework to evaluate the robustness of interpretability methods.

Language: Jupyter Notebook - Size: 2.14 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 1

vita-epfl/causalmotion

[CVPR22] Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective

Language: Python - Size: 23.2 MB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 71 - Forks: 10

hmdolatabadi/COLLIDER

[ACCV 2022] The official repository of ''COLLIDER: A Robust Training Framework for Backdoor Data''.

Language: Python - Size: 1.25 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Lingkai-Kong/Calibrated-BERT-Fine-Tuning

Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data

Language: Python - Size: 20 MB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 35 - Forks: 3

Heathcliff-saku/ViewFool_

This repository contains the ViewFool and ImageNet-V proposed by the paper “ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints” (NeurIPS2022).

Language: Python - Size: 13 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 2

shenwanxiang/ChemBench

MoleculeNet benchmark dataset & MolMapNet dataset

Language: HTML - Size: 126 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 59 - Forks: 17

ashafahi/free_adv_train

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

Language: Python - Size: 48.8 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 170 - Forks: 30

EternityYW/SAM-Robustness

An Empirical Study on the Robustness of the Segment Anything Model (SAM)

Language: Jupyter Notebook - Size: 465 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

MinghuiChen43/CIL-ReID

Benchmarks for Corruption Invariant Person Re-identification. [NeurIPS 2021 Track on Datasets and Benchmarks]

Language: Python - Size: 10.6 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 84 - Forks: 16

sof202/ChromOptimise

Find the optimum number of states to use in a ChromHMM model

Language: Shell - Size: 40.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

tu-stiftelsen/femsmahus2

Fem små hus v2, also known as Robust Internet.

Language: TeX - Size: 818 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

shunk031/attention-meets-perturbation

📝 Official Implementation of "Attention Meets Perturbation: Robust and Interpretable Attention with Adversarial Training"

Language: Python - Size: 1.39 MB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

uds-lsv/pronoun-use-fidelity

Code for the paper 'Robust Pronoun Use Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?'

Language: Python - Size: 31.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

qdm12/Password-Derivator 📦

Desktop, Mobile and command line smart password deterministic generator

Language: Python - Size: 630 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

eric-ai-lab/Naivgation-as-wish

Official implementation of the NAACL 2024 paper "Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning"

Language: Python - Size: 4.67 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

jmaces/robust-nets

Official implementation of the paper "Solving Inverse Problems With Deep Neural Networks - Robustness Included?" by M. Genzel, J. Macdonald, and M. März (2020).

Language: Python - Size: 129 KB - Last synced at: 8 days ago - Pushed at: about 3 years ago - Stars: 28 - Forks: 5

philippaltmann/CROP

Implementations accompanying research on Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing (CROP)

Language: Python - Size: 78.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

tubanlee/REDS_Mean

Robust estimations from distribution structures: Mean.

Language: R - Size: 6.71 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 3

tubanlee/REDS_Central_Moments

Robust estimations from distribution structures: Central moments.

Language: R - Size: 8.23 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 1

tubanlee/REDS_Invariant_Moments

Robust estimations from distribution structures: Invariant moments.

Language: R - Size: 22.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 2

mjmaher987/Robustness---CISPA

CISPA Summer Internship

Language: Jupyter Notebook - Size: 8.57 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

hmdolatabadi/ACS

[ECCV 2022] The official repository of ''$\ell_\infty$-Robustness and Beyond: Unleashing Efficient Adversarial Training''.

Language: Python - Size: 598 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

shinke-li/pointcvar

The official implementation code of Paper "PointCVaR: Risk-optimized Outlier Removal for Robust 3D Point Cloud Classification" in AAAI 2024 (Oral)

Language: Python - Size: 3.69 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

ObjectDR/ObjectDR.github.io

Project Page (ObjectDR)

Language: JavaScript - Size: 10.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

r-bahrami/rescue

algorithms for resilient consensus and coordination of multi-agent systems with intermittent communication

Language: Jupyter Notebook - Size: 6.48 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

llylly/Robustra Fork of locuslab/convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks. [IJCAI 2019]

Language: Python - Size: 331 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 3

cambridge-mlg/DUN

Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

Language: Jupyter Notebook - Size: 34.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 71 - Forks: 11

AI-secure/VeriGauge

A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]

Language: C - Size: 16.2 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 85 - Forks: 6

tleers/awesome-llmops

Actual LLM Operations resources. Not another list of models, hobby frameworks. Stuff without code smell that you can use in production.

Size: 1000 Bytes - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

GATECH-EIC/Double-Win-Quant

[ICML 2021] "Double-Win Quant: Aggressively Winning Robustness of Quantized DeepNeural Networks via Random Precision Training and Inference" by Yonggan Fu, Qixuan Yu, Meng Li, Vikas Chandra, Yingyan Lin

Language: Python - Size: 947 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 5

p-lambda/in-n-out

Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"

Language: Python - Size: 837 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 0

FermandoisLab/RobustAMBCvRTHS

Code repository for "Robust adaptive model-based compensator for the real-time hybrid simulation benchmark"

Language: MATLAB - Size: 559 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

jameszhou-gl/gpt-4v-distribution-shift

Code for "How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation"

Language: Jupyter Notebook - Size: 3.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 2

AakashKumarNain/AugMix_TF2

TF2.0 port for Augmix paper

Language: Python - Size: 55.7 KB - Last synced at: 13 days ago - Pushed at: over 5 years ago - Stars: 79 - Forks: 11

Waasem/RobDanns

Official Code for RobDANNs paper

Language: Jupyter Notebook - Size: 15.8 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

deep-spin/robust_MT_evaluation

Repository for "BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation", accepted at EAMT 2023.

Language: Jupyter Notebook - Size: 821 KB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 0

VITA-Group/LTH-Pass

[TMLR] "Can You Win Everything with Lottery Ticket?" by Tianlong Chen, Zhenyu Zhang, Jun Wu, Randy Huang, Sijia Liu, Shiyu Chang, Zhangyang Wang

Language: Python - Size: 8.54 MB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 2

diffusion-classifier/diffusion-classifier

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

Language: Python - Size: 736 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 308 - Forks: 16

hemangchawla/image_corruptions

FiftyOne plugin to generate image_corruptions used to measure robustness of computer vision models

Language: Python - Size: 18.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

weijiaheng/Drops

[ICLR 2023] Official Tensorflow implementation of "Distributionally Robust Post-hoc Classifiers under Prior Shifts"

Language: Python - Size: 924 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 29 - Forks: 0

lucatorep/Robustness_implementation

Collection of scripts and macros to implement robustness analysis into strain characterisation

Language: HTML - Size: 76.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Aaditya-Singh/Low-Shot-Robustness

Code for the ICCV 2023 paper "Benchmarking Low-Shot Robustness to Natural Distribution Shifts"

Language: Python - Size: 2.34 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 0

L3S/causality-for-trustworthy-ai

:books: Curated list for Causality and AI

Size: 15.1 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

marave1/RobCovGEL

Covariate adjustment methods using generalized empirical likelihood and robust estimators

Language: R - Size: 98.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

chowfi/Audit-ADS

Technical audit of Automated Decision System for Fairness and Bias

Language: Jupyter Notebook - Size: 3.59 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

NeurAI-Lab/CURE

Official repository for ICLR'24 paper "Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training"

Language: Python - Size: 116 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ShaoruChen/DeepSplit

Solving the linear programming-based neural network verification problem through Alternating Direction Method of Multipliers (ADMM).

Language: Python - Size: 24.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

JerryX1110/RPCMVOS

[AAAI22 Oral] Reliable Propagation-Correction Modulation for Video Object Segmentation

Language: Python - Size: 395 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 79 - Forks: 11

rickstaa/Actor-critic-with-stability-guarantee Fork of hithmh/Actor-critic-with-stability-guarantee

Codebase of "Actor-Critic Reinforcement Learning for Control with Stability Guarantee" by Han et al. 2020

Language: Python - Size: 3.92 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

alexfanjn/GANI

The relevant codes for "GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections".

Language: Python - Size: 962 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

kaiwenzha/contrastive-poisoning

[ICLR 2023, Spotlight] Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning

Language: Python - Size: 13.5 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 1

supikiti/PNCC

A implementation of Power Normalized Cepstral Coefficients: PNCC

Language: Python - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 47 - Forks: 10

MikeLasz/robustness_rdf2vec

A seminar work at Ruhr-University Bochum (Seminar on Knowledge Graphs, Jun. Prof. Dr.-Ing. Maribel Acosta Deibe, 2020)

Language: Jupyter Notebook - Size: 698 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

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: 7 days ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 1

uclaml/RayS

RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)

Language: Python - Size: 5.52 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 5

DeepDynaSim/Active-Vibration-Control-Complete-Guide

A Comprehensive Guide to Active Control Methodology for Smart Beams

Language: MATLAB - Size: 6.11 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

YisenWang/dynamic_adv_training

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

Language: Python - Size: 24.4 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 34 - Forks: 7

Raibows/RMLM

RMLM: A Flexible Defense Framework for Proactively Mitigating Word-level Adversarial Attacks, ACL 2023.

Language: Python - Size: 286 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

31sy/HeterAug

Exploring the Robustness of Human Parsers Toward Common Corruptions

Language: Python - Size: 179 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

shashankkotyan/RepresentationMetrics

This github repository contains the official code for the paper, "Representation Quality Explains Adversarial Attacks"

Language: Python - Size: 476 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

shashankkotyan/DualQualityAssessment

This github repository contains the official code for the papers, "Robustness Assessment for Adversarial Machine Learning: Problems, Solutions and a Survey of Current Neural Networks and Defenses" and "One Pixel Attack for Fooling Deep Neural Networks"

Language: Python - Size: 44.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

shashankkotyan/RobustArchitectureSearch

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

Language: Python - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 1

aimclub/Polygon.Web

Online tools for automated model evaluation

Language: HTML - Size: 174 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

NeurAI-Lab/MIMDepth

Image Masking for Robust Self-Supervised Monocular Depth Estimation, accepted at ICRA 2023

Language: Python - Size: 396 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 1

mirbostani/RobustQA

RobustQA: A Framework for Adversarial Text Generation Analysis on Question Answering Systems

Language: Python - Size: 77.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

neerajwagh/evaluating-eeg-representations

Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.

Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 0

shiivashaakeri/Data-Driven-Model-Predictive-Control-MPC-with-Stability-and-Robustness-Guarantees

J. Berberich, J. Köhler, M. A. Müller and F. Allgöwer, "Data-Driven Model Predictive Control With Stability and Robustness Guarantees," in IEEE Transactions on Automatic Control, vol. 66, no. 4, pp. 1702-1717, April 2021, doi: 10.1109/TAC.2020.3000182.

Language: Python - Size: 293 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ruizheng20/robust_data

Codes for the ACL Findings paper "Characterizing the Impacts of Instances on Robustness" by Rui Zheng, Zhiheng Xi, Qin Liu, Wenbin Lai, Tao Gui, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan, Weifeng Ge.

Language: Python - Size: 11.1 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

varungopithallapelly/Videogame-Consoles

Applying econometric analyses based on a videogame consoles dataset, using statistical software (Stata) and evaluate the results.

Language: Stata - Size: 146 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

teobaluta/provero

Sampling-based Scalable Quantitative Verification for DNNs

Language: Python - Size: 417 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 1

LFhase/GIA-HAO

[ICLR 2022] Understanding and Improving Graph Injection Attack by Promoting Unnoticeability

Language: Python - Size: 7.81 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 2

mariagrandury/is-your-ml-model-trustworthy

Slides of my talk "Is Your ML Model Trustworthy?" at the MLOps World Conference on the 16th of June 2021.

Size: 4.29 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

mhmoodlan/b-cos-robustness

A Quick Look at B-cos Nets' Adversarial Robustness

Language: Jupyter Notebook - Size: 5.22 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0