An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: robustness

balditommaso/PyLandscape

This project propose the loss landscape analysis as effective methodology to understand the robustness against natural perturbation of QNN.

Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: about 9 hours ago - Pushed at: about 10 hours ago - Stars: 0 - Forks: 0

huytransformer/Awesome-Out-Of-Distribution-Detection

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

Size: 501 KB - Last synced at: about 24 hours ago - Pushed at: about 2 months ago - Stars: 924 - Forks: 74

EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

Size: 1.4 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 449 - Forks: 20

Robust-Games/robust

Most robust game on earth.

Language: Java - Size: 23.2 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0

hendrycks/robustness

Corruption and Perturbation Robustness (ICLR 2019)

Language: Python - Size: 72.8 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 1,081 - Forks: 149

Kasabovtodor/chatgpt-good

ChatGPT 中文版:国内访问指南(支持GPT-4、GPT-4o、GPT-o1、GPT-o3、Deepseek、Grok3,无需翻墙)[25年4月26日更新]

Language: HTML - Size: 17.6 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

nikitadurasov/torch-ttt

A modular and easy-to-use framework for Test-Time Training (TTT) and Test-Time Adaptation (TTA) in Pytorch, making your networks more generalizable with minimal effort ✨

Language: Python - Size: 5.56 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 20 - Forks: 0

Aries921wu/Highly-Robust-Movie-Recommendation-engine

A highly sophisticated, tested, robust and procedural recommender.

Language: Python - Size: 35.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

Polpol9898/Seminar_RiskManagement

TQT Seminar/Workshop: Risk Management and Hedging Techniques in Quantitative Finance

Size: 1000 Bytes - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

microsoft/promptbench

A unified evaluation framework for large language models

Language: Python - Size: 5.56 MB - Last synced at: 5 days ago - Pushed at: 25 days ago - Stars: 2,640 - Forks: 203

MinghuiChen43/awesome-trustworthy-deep-learning

A curated list of trustworthy deep learning papers. Daily updating...

Size: 7.71 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 369 - Forks: 37

lmolinario/Thesis

This repository was created for the thesis of the Master's degree course in Computer Engineering, Cybersecurity and Artificial Intelligence

Language: Python - Size: 776 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

virgantara/BeyondRPC

Beyond RPC is a framework combining 3D Point Cloud Adaptive Contrastive Learning with WOLFMix

Language: Python - Size: 90.7 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

wjpoom/SPEC

[CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"

Language: Jupyter Notebook - Size: 14.9 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 43 - Forks: 0

biomedia-mira/counterfactual-contrastive

Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and "Counterfactual contrastive learning: robust representations via causal image synthesis" (MICCAI Data Engineering Workshop)

Language: Python - Size: 5.4 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 19 - Forks: 2

ChandlerBang/awesome-graph-attack-papers

Adversarial attacks and defenses on Graph Neural Networks.

Size: 90.8 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 381 - Forks: 32

dobriban/Principles-of-AI-LLMs

Materials for the course Principles of AI: LLMs at UPenn (Stat 9911, Spring 2025). LLM architectures, training paradigms (pre- and post-training, alignment), test-time computation, reasoning, safety and robustness (jailbreaking, oversight, uncertainty), representations, interpretability (circuits), etc.

Size: 238 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 34 - Forks: 2

YuejiangLIU/awesome-source-free-test-time-adaptation

A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

Size: 43 KB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 503 - Forks: 46

upunaprosk/quantization-effects

A curated list of papers, docs, and code on the undesired effects of model quantization, including impacts on fairness, robustness, calibration, and toxicity.

Size: 5.86 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

jxzhangjhu/Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

Size: 218 KB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 755 - Forks: 50

weitianxin/awesome-distribution-shift

A curated list of papers and resources about the distribution shift in machine learning.

Size: 593 KB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 120 - Forks: 9

deel-ai/oodeel

Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.

Language: Python - Size: 102 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 58 - Forks: 2

Chedrac2/Infinity_Control

Infinity Control is a framework that helps manage functions where traditional methods struggle, especially near infinite limits. It uses advanced mathematical tools to ensure stability and predictability, making it a valuable resource for complex analysis. 🐙💻

Size: 1.64 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

ChanLiang/VAA

[ICML 2025] Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning

Language: Python - Size: 1.4 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

dynaroars/neuralsat

DPLL(T)-based Verification tool for DNNs

Language: Python - Size: 627 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 16 - Forks: 1

d-led/ssr-robust-live-svg

Sometimes you just have to externalize the thoughts by implementing them. Zero downtime upgrade of a server-side rendered animation of svg. No k8s, extra databases or message brokers needed (trade-offs may apply)

Language: Elixir - Size: 967 KB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

sayakpaul/robustness-vit

Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).

Language: Jupyter Notebook - Size: 4.22 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 125 - Forks: 18

yfzhang114/AdaNPC

This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.

Language: Python - Size: 463 KB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 85 - Forks: 7

sarthaxxxxx/AVROBUSTBENCH

Benchmarking robustness of audio-visual recognition models at test-time

Language: Jupyter Notebook - Size: 128 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 4 - Forks: 0

ahmad-aloradi/adversarial-robustness-for-sr

This project is subproject of the COMFORT.

Language: Jupyter Notebook - Size: 5.74 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

arubique/OCCAM

This is an implementation of the paper "Are We Done with Object-Centric Learning?"

Language: Jupyter Notebook - Size: 2.24 MB - Last synced at: 23 days ago - Pushed at: 3 months ago - Stars: 8 - Forks: 0

LPD-EPFL/byzfl

ByzFL: A Python library for robust federated learning, offering Byzantine-resilient aggregators, attack simulations, and ML pipelines for distributed systems. Compatible with PyTorch and NumPy.

Language: Python - Size: 12.7 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 27 - Forks: 0

mariodoebler/test-time-adaptation

A repository and benchmark for online test-time adaptation.

Language: Python - Size: 6.15 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 231 - Forks: 27

utiasDSL/safe-control-gym

PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

Language: Python - Size: 208 MB - Last synced at: 27 days ago - Pushed at: 28 days ago - Stars: 725 - Forks: 141

Core-Bioinformatics/ClustAssess

Tools for assessing clustering robustness

Language: R - Size: 59.2 MB - Last synced at: 1 day ago - Pushed at: 28 days ago - Stars: 25 - Forks: 4

vita-epfl/s-attack

[CVPR 2025] Official implementation of three papers "Certified Human Trajectory Prediction", "Vehicle trajectory prediction works, but not everywhere", and "Are socially-aware trajectory prediction models really socially-aware?".

Language: Python - Size: 108 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 109 - Forks: 17

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: 28 days ago - Pushed at: 3 months ago - Stars: 311 - Forks: 87

BorealisAI/advertorch

A Toolbox for Adversarial Robustness Research

Language: Jupyter Notebook - Size: 8.19 MB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 1,338 - Forks: 199

JuliaReach/ClosedLoopReachability.jl

Reachability analysis for closed-loop control systems in Julia

Language: Polar - Size: 8.09 MB - Last synced at: 19 days ago - Pushed at: about 2 months ago - Stars: 46 - Forks: 3

snap-stanford/GIB

Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs

Language: Jupyter Notebook - Size: 211 KB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 137 - Forks: 26

Jingkang50/OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

Language: Python - Size: 78.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 962 - Forks: 136

fiddler-labs/fiddler-auditor

Fiddler Auditor is a tool to evaluate language models.

Language: Python - Size: 1.73 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 180 - Forks: 20

Anton3090/nslkdd-robust-ids

Intrusion Detection System (IDS) using PyTorch and NSL-KDD dataset with adversarial robustness via the Adversarial Robustness Toolbox (ART). Includes FGSM attack evaluation.

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

ehsan-ami/critic

The project page for the Causal tRajeCtory predICtion (CRiTIC) model

Language: JavaScript - Size: 88.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

Liu-Hy/NS-ViT

Official PyTorch implementation of the paper "Approximate Nullspace Augmented Finetuning for Robust Vision Transformers" in CPAL 2025 (Oral).

Language: Python - Size: 6.52 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

deel-ai/deel-torchlip

Build and train Lipschitz-constrained networks: PyTorch implementation of 1-Lipschitz layers. For TensorFlow/Keras implementation, see https://github.com/deel-ai/deel-lip

Language: Python - Size: 5.46 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 30 - Forks: 2

lmb-freiburg/understanding-clip-ood

Official code for the paper: "When and How Does CLIP Enable Domain and Compositional Generalization?" (ICML 2025 Spotlight)

Language: Python - Size: 13.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

khyox/recentrifuge

Recentrifuge: robust comparative analysis and contamination removal for metagenomics

Language: Python - Size: 14.1 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 94 - Forks: 8

SafeRL-Lab/Robust-Gymnasium

[ICLR 2025] Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning.

Language: Python - Size: 310 MB - Last synced at: 28 days ago - Pushed at: 3 months ago - Stars: 48 - Forks: 2

fmenat/DSensDp

Public repository of our research work at IEEE Access

Language: Python - Size: 463 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

rhesis-ai/rhesis-sdk

Open-source test generation SDK for LLM applications. Access curated test sets. Build context-specific test sets and collaborate with subject matter experts.

Language: Python - Size: 420 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 18 - Forks: 0

Dennis-Huangm/NoisyVideo

Evaluation toolkit for assessing Video-LLM performance on question answering tasks under various noise conditons.

Language: Python - Size: 92.6 MB - Last synced at: 18 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

Bhasha03/Highly-Robust-Movie-Recommendation-engine

A highly sophisticated, tested, robust and procedural recommender.

Language: Python - Size: 35.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

mostafa-ja/sigma-binary

Sigma-Binary: Evaluating the Robustness of Adversarial Defenses in Malware Detection

Language: Python - Size: 64.5 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

lucidrains/GAF-microbatch-pytorch

Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch

Language: Python - Size: 146 KB - Last synced at: 16 days ago - Pushed at: 5 months ago - Stars: 25 - Forks: 0

fmenat/missingviews-study-EO

Public repository of our IGARSS 2024 work

Language: Python - Size: 455 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

hendrycks/natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

Language: Python - Size: 2.1 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 608 - Forks: 52

yfzhang114/Generalization-Causality

关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记

Size: 269 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1,203 - Forks: 103

fmenat/CoM-views

Public repository of our work in all Combinations of Missing (CoM) views in multi-view learning models

Language: Python - Size: 1.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - 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 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

danelpeng/RDMAE_Nav

A robust embodied navigation agent to various visual corruptions.

Language: Python - Size: 11.1 MB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0

poloclub/robust-principles

Robust Principles: Architectural Design Principles for Adversarially Robust CNNs

Language: Python - Size: 800 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 5

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 2 months ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 1

holistic-ai/holisticai

This is an open-source tool to assess and improve the trustworthiness of AI systems.

Language: Jupyter Notebook - Size: 90.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 90 - Forks: 24

safreita1/TIGER

Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)

Language: Python - Size: 22.6 MB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 159 - Forks: 27

Zinoex/bound_propagation

Linear and interval bound propagation in Pytorch with easy-to-use API and GPU support.

Language: Python - Size: 175 KB - Last synced at: 9 days ago - Pushed at: about 2 months ago - Stars: 9 - Forks: 4

MarcelRobeer/explabox

Explore/examine/explain/expose your model with the explabox!

Language: Python - Size: 3.05 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 0

BBVA/mercury-robust

mercury-robust is a framework to perform robust testing on ML models and datasets. It provides a collection of test that are easy to configure and helpful to guarantee robustness in your ML processes.

Language: Jupyter Notebook - Size: 2.01 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 19 - Forks: 0

alibaba/easyrobust

EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.

Language: Jupyter Notebook - Size: 19 MB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 332 - Forks: 38

modestyachts/ImageNetV2

A new test set for ImageNet

Language: Jupyter Notebook - Size: 120 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 252 - Forks: 27

bethgelab/model-vs-human

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

Language: Python - Size: 26.1 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 347 - Forks: 54

thu-ml/MMTrustEval

A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)

Language: Python - Size: 15.8 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 145 - Forks: 10

Aboriginer/ZS-NTTA

[ICLR 2025] "Noisy Test-Time Adaptation in Vision-Language Models"

Language: Python - Size: 2.24 MB - Last synced at: 30 days ago - Pushed at: 4 months ago - Stars: 13 - Forks: 2

Giskard-AI/awesome-ai-safety

📚 A curated list of papers & technical articles on AI Quality & Safety

Size: 64.5 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 178 - Forks: 17

juliagusak/neural-ode-metasolver

Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561

Language: Python - Size: 15.1 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 25 - Forks: 1

tkkim-robot/unstable_gym

A gym-like classical control benchmark for evaluating the robustnesses of control and reinforcement learning algorithms.

Language: Python - Size: 3.11 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 8 - Forks: 2

wxjiao/Is-ChatGPT-A-Good-Translator

A preliminary evaluation of ChatGPT/GPT-4 for machine translation.

Language: Python - Size: 1.03 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 244 - Forks: 16

Xiaohao-Xu/SLAM-under-Perturbation

[ICLR 2025] Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video

Language: C++ - Size: 405 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 53 - Forks: 2

sayakpaul/robustness-foundation-models

This repository holds code and other relevant files for the NeurIPS 2022 tutorial: Foundational Robustness of Foundation Models.

Language: Jupyter Notebook - Size: 6.48 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 5

rgeirhos/shortcut-perspective

Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)

Language: Python - Size: 22.1 MB - Last synced at: 18 days ago - Pushed at: about 3 years ago - Stars: 97 - Forks: 14

sefeoglu/adversarial_examples_parseval_net

Parseval Networks and Adversarial Examples

Language: Jupyter Notebook - Size: 434 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

gatheluck/FourierHeatmap

Unofficial pytorch implementation of Fourier Heat Map proposed in 'A Fourier Perspective on Model Robustness in Computer Vision' [Yin+, NeurIPS2019]

Language: Python - Size: 582 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 74 - Forks: 12

weijiaheng/Advances-in-Label-Noise-Learning

A curated (most recent) list of resources for Learning with Noisy Labels

Size: 528 KB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 684 - Forks: 62

whucs21Mzy/Model-Hemorrhage

Model Hemorrhage and the Robustness Limits of Large Language Models: A Perspective

Size: 775 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

MadryLab/photoguard

Raising the Cost of Malicious AI-Powered Image Editing

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 589 - Forks: 48

jinminhao/PANTS

[Usenix Security '25] Robustifying ML-powered Network Classifiers with PANTS

Language: Python - Size: 3.91 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

bethgelab/robust-detection-benchmark

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

Language: Jupyter Notebook - Size: 29.3 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 184 - Forks: 24

Predixus/Go-Tiger-Style

Adaptation of Tigerstyle, for Golang

Language: Go - Size: 152 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 13 - Forks: 1

ShawnXYang/Face-Robustness-Benchmark

An adversarial robustness evaluation library on face recognition.

Language: Python - Size: 19.5 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 106 - Forks: 15

UQ-Trust-Lab/PdD

A Character-level Perturbation Generator based on probability distribution, density and diversity.

Language: Python - Size: 8.35 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

ryuryukke/OUTFOX

[AAAI 2024] The official repository for our paper, "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples"

Language: Python - Size: 82.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 40 - Forks: 4

EFS-OpenSource/Thetis

Service to examine data processing pipelines (e.g., machine learning or deep learning pipelines) for uncertainty consistency (calibration), fairness, and other safety-relevant aspects.

Language: Python - Size: 1.04 MB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 5 - Forks: 1

johnno1962/Fortify

Making Swift more robust

Language: Swift - Size: 36.1 KB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 96 - Forks: 6

hbaniecki/adversarial-explainable-ai

💡 Adversarial attacks on explanations and how to defend them

Size: 2.62 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 314 - Forks: 48

vectominist/rspin

Official inference code for NAACL 2024 paper "R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces"

Language: Python - Size: 365 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 1

gaussalgo/adaptor

ACL 2022: Adaptor: a library to easily adapt a language model to your own task, domain, or custom objective(s).

Language: Jupyter Notebook - Size: 853 KB - Last synced at: 29 days ago - Pushed at: 3 months ago - Stars: 27 - Forks: 4

MrChenFeng/MaskCon_CVPR2023

MaskCon: Masked Contrastive Learning for Coarse-Labeled Dataset (CVPR2023)

Language: Python - Size: 11.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 34 - Forks: 6

clovaai/assembled-cnn

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

Language: Python - Size: 3.81 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 327 - Forks: 41

kaBeech/tensort

Tunable sorting for responsive robustness and beyond

Language: Haskell - Size: 3.26 MB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 17 - Forks: 0

Lartu/ldpl

COBOL-like programming language that compiles to C++. With serious dinosaurs with neckties and briefcases 🦕💼

Language: C++ - Size: 13.3 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 168 - Forks: 26

Related Keywords
robustness 536 deep-learning 103 machine-learning 78 adversarial-attacks 78 pytorch 59 computer-vision 44 adversarial-machine-learning 43 adversarial-examples 31 nlp 22 neural-network 21 fairness 21 python 21 adversarial-training 19 reinforcement-learning 19 deep-neural-networks 19 benchmark 18 interpretability 17 generalization 17 uncertainty 15 domain-generalization 14 adversarial-learning 13 adversarial-defense 13 uncertainty-quantification 13 robust 13 classification 13 data-augmentation 12 tensorflow 12 out-of-distribution-detection 12 out-of-distribution 12 artificial-intelligence 12 graph-neural-networks 12 robustness-verification 12 distribution-shift 11 natural-language-processing 11 domain-adaptation 11 trustworthy-ai 11 stability 10 security 10 neural-networks 10 adversarial-robustness 10 uncertainty-estimation 10 federated-learning 10 ai 10 imagenet 10 llms 10 matlab 9 ml-safety 9 optimization 9 control 8 evaluation 8 safety 8 transformers 8 representation-learning 8 paper 8 test-time-adaptation 8 label-noise 8 clustering 8 robust-optimization 8 responsible-ai 7 self-supervised-learning 7 transformer 7 privacy 7 image-classification 7 graph 7 ood-detection 7 explainable-ai 7 convolutional-neural-networks 7 large-language-models 7 transfer-learning 7 segmentation 7 llm 7 bias 6 data-science 6 dataset 6 defense 6 diffusion-models 6 robust-control 6 explainability 6 calibration 6 quantization 6 attack-defense 6 cnn 6 chatgpt 5 clip 5 benchmarking 5 control-systems 5 randomized-smoothing 5 adversarial 5 verification 5 vision-language-model 5 interpretable-machine-learning 5 golang 5 anomaly-detection 5 robust-estimation 5 bert 5 cybersecurity 5 semantic-segmentation 5 robotics 5 fairness-ml 5 ood-generalization 5