trustworthiness

There are 0 repository under trustworthiness topic.

DeFacto / DeFacto
Deep Fact Validation
factchecking trust triplescore rdf trustworthiness factchecking4rdf fact-validation credibility triple-validation
Language:Java 58
DeFacto / WebCredibility
Provides web credibility models (Likert scale) to assign a trustworthiness score to a given website.
credibility web-credibility trust trustworthiness fact-checking
Language:Python 11
merrafelice / Semantic-Aware-Shilling-Attacks
In this paper, we introduce SAShA, a new attack strategy that leverages semantic features extracted from a knowledge graph in order to strengthen the efficacy of the attack to standard CF models. We performed an extensive experimental evaluation in order to investigate whether SAShA is more effective than baseline attacks against CF models by taking into account the impact of various semantic features.
recommender-system shilling-attack trustworthiness security semantic-web knowledge-graph
Language:Python 5
nmsa / tma-framework
Trustworthiness Monitoring & Assessment Framework
trustworthiness monitoring assessment
Language:JavaScript 4
hollobit / WG3_TCM
a matrix to provide the clarified definition and relationship information of trustworthiness characteristics between in the AI/ML standards
ai bias controllability explainability ml transparency trustworthiness accountability consistency effectiveness integrity quality reliability risk robustness security testing traceability trust vulnerability
3
jaiprakash1824 / VLM_Adv_Attack
In the dynamic landscape of medical artificial intelligence, this study explores the vulnerabilities of the Pathology Language-Image Pretraining (PLIP) model, a Vision Language Foundation model, under targeted attacks like PGD adversarial attack.
adversarial-attacks attention-mechanism attention-visualization clip histopathology-image-classfication histopathology-images pathology pathology-image pgd-adversarial-attacks plip-model trustworthiness trustworthy-ai trustworthy-machine-learning vision-language-model vision-transformer vulnerability-detection contrastive-learning pytorch
Language:Jupyter Notebook 3
rajdeep345 / MTLTS
Codes and Datasets for our WSDM 2022 Paper: "MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs"
summarization trustworthiness trustworthy-ai rumor-detection verification
Language:Python 3
j-m / faktnews
Independent continuation of a project from AstonHack 2017
browser-extension chrome fake-news firefox opera trustworthiness
Language:JavaScript 2
Smendowski / data-embedding-and-visualization
Visualization and embedding of large datasets using various Dimensionality Reduction (DR) techniques such as t-SNE, UMAP, PaCMAP & IVHD. Implementation of custom metrics to assess DR quality with complete explaination and workflow.
pca visualization autoencoders isomap mds pacmap reduction t-sne dimiensionality ivhd dimensionality dr metrics sheppard trustworthiness co-ranking drquality knngain
Language:Jupyter Notebook 2
dshealth-2021
dshealthkdd / dshealth-2021
Website for health data science at KDD 2021
xai trustworthiness healthcare data-science papers
Language:HTML 1
nmsa / tma-framework-k
Component K - Trustworthiness Monitoring & Assessment Framework
trustworthiness measurements knowledge
Language:Java 1
nmsa / tma-framework-m
Component M - Trustworthiness Monitoring & Assessment Framework
monitoring trustworthiness measurements
Language:Java 1
sensible-ki / sensible-ki.github.io
Secure and trustworthy mobile AI.
artificial-intelligence mobile-security security trustworthiness
Language:HTML 1
merrafelice / TAaMR
Proposal of a novel adversarial attack approach, called Target Adversarial Attack against Multimedia Recommender Systems (TAaMR), to investigate the modification of MR behavior when the images of a category of low recommended products (e.g., socks) are perturbed to misclassify the deep neural classifier towards the class of more recommended products (e.g., running shoes) with human-level slight images alterations.
adversarial-attacks recommender-system trustworthiness security
Language:Python 0
SnehaShukla937 / TrustMIS
This repository is an implementation of the paper "Trustworthy Medical Image Segmentation with improved performance for in-distribution samples" published in Neural Networks.
deep-learning explainability in-distribution medical-image-segmentation trustworthiness
Language:Jupyter Notebook 0
esote / pof
Proof of Freshness: collate proof of an authorship date.
golang security trustworthiness
Language:Go
merrafelice / Assessing-Perceptual-and-Recommendation-Mutation-of-Adversarially-Poisoned-Visual-Recommenders
In this work, we provide 24 combinations of attack/defense strategies, and visual-based recommenders to 1) access performance alteration on recommendation and 2) empirically verify the effect on final users through offline visual metrics.
human-in-the-loop trustworthiness recommender-system adversarial-attacks deep-learning
Language:Python
SESARLab / big-data-trustworthiness
An Assurance Process for Big Data Trustworthiness - Marco Anisetti, Claudio A. Ardagna, Filippo Berto
assurance big-data trustworthiness
Language:Python

trustworthiness

DeFacto / DeFacto

DeFacto / WebCredibility

merrafelice / Semantic-Aware-Shilling-Attacks

nmsa / tma-framework

hollobit / WG3_TCM

jaiprakash1824 / VLM_Adv_Attack

rajdeep345 / MTLTS

j-m / faktnews

Smendowski / data-embedding-and-visualization

dshealthkdd / dshealth-2021

nmsa / tma-framework-k

nmsa / tma-framework-m

sensible-ki / sensible-ki.github.io

merrafelice / TAaMR

SnehaShukla937 / TrustMIS

esote / pof

merrafelice / Assessing-Perceptual-and-Recommendation-Mutation-of-Adversarially-Poisoned-Visual-Recommenders

SESARLab / big-data-trustworthiness