Search Results - RepositoryStats

46

484

mit

8

[ICML 2024] TrustLLM: Trustworthiness in Large Language Models

ai llm nlp dataset toolkit benchmark evaluation pypi-package trustworthy-ai large-language-models natural-language-processing trustworthy-machine-learning

Created 2023-12-23

287 commits to main branch, last one 2 months ago

BackdoorBox THUYimingLi

73

472

gpl-2.0

7

The open-sourced Python toolbox for backdoor attacks and defenses.

trustworthy-ai backdoor-attacks backdoor-defenses backdoor-learning trustworthy-machine-learning

Created 2021-10-26

348 commits to main branch, last one 4 months ago

torch-uncertainty ENSTA-U2IS-AI

20

308

apache-2.0

9

Open-source framework for uncertainty and deep learning models in PyTorch :seedling:

mixup pytorch ensembles reliable-ai uncertainty computer-vision neural-networks bayesian-network predictive-uncertainty uncertainty-quantification trustworthy-machine-learning

Created 2023-02-01

1,433 commits to main branch, last one 14 days ago

negative-label-smoothing UCSC-REAL

10

117

unknown

10

[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"

robustness label-noise noisy-labels label-smoothing noisy-label-learning trustworthy-machine-learning

Created 2022-06-06

5 commits to master branch, last one 2 years ago

nnv verivital

49

114

unknown

7

Neural Network Verification Software Tool

safe-ai autonomy reachability verification safe-autonomy cyber-physical formal-methods hybrid-systems neural-network trustworthy-ai assured-autonomy formal-verification reachability-analysis cyber-physical-systems robustness-verification neural-network-verification neural-network-certification trustworthy-machine-learning

Created 2018-08-20

1,825 commits to master branch, last one 6 days ago

entropic-out-of-distribution-detection dlmacedo

10

74

apache-2.0

4

A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference tim...

ood osr pytorch open-set ai-safety deep-learning ood-detection trustworthy-ai machine-learning anomaly-detection novelty-detection out-of-distribution open-set-recognition robust-machine-learning trustworthy-machine-learning out-of-distribution-detection

Created 2019-08-16

50 commits to master branch, last one 2 years ago

FLAT ai4ce

10

67

apache-2.0

5

[ICCV2021 Oral] Fooling LiDAR by Attacking GPS Trajectory

gnss lidar robotics ai-safety point-cloud 3d-perception deep-learning trustworthy-ai autonomous-driving 3d-object-detection adversarial-attacks trustworthy-machine-learning

Created 2020-10-06

27 commits to master branch, last one 2 years ago

awesome-ml-fairness brandeis-machine-learning

6

65

apache-2.0

2

Papers and online resources related to machine learning fairness

papers awesome fairness fairness-ai fairness-ml research-paper machine-learning human-ai-interaction trustworthy-machine-learning

Created 2021-07-17

70 commits to main branch, last one about a year ago

inFairness IBM

7

63

apache-2.0

7

PyTorch package to train and audit ML models for Individual Fairness

pytorch fairness fairness-ai responsible-ai machine-learning individual-fairness trustworthy-machine-learning

Created 2022-05-31

49 commits to main branch, last one about a year ago

distinction-maximization-loss dlmacedo

5

45

apache-2.0

3

A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increas...

ood osr pytorch open-set ai-safety deep-learning ood-detection classification trustworthy-ai machine-learning anomaly-detection novelty-detection out-of-distribution open-set-recognition uncertainty-estimation robust-machine-learning trustworthy-machine-learning out-of-distribution-detection

Created 2022-05-10

40 commits to master branch, last one 2 years ago

ppml-tutorial leriomaggio

7

37

apache-2.0

3

Privacy-Preserving Machine Learning (PPML) Tutorial

tutorial data-science deep-learning machine-learning privacy-preserving trustworthy-machine-learning privacy-enhancing-technologies privacy-preserving-machine-learning

Created 2022-04-12

118 commits to main branch, last one 5 months ago