robustness-assessment

There are 0 repository under robustness-assessment topic.

IBM / composite-adv
[CVPR23] "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations" by Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho.
adversarial-attacks benchmark deep-learning pytorch robustness-assessment
Language:Python 17
CEA-LIST / adv-sat
Sinkhorn Adversarial Training (SAT): Optimal Transport as a Defense Against Adversarial Attacks
adversarial-training adversarial-defense optimal-transport sinkhorn-divergences robustness-assessment
Language:Python 8
olivesgatech / Introspective-Learning
This repository consists the code for the paper titled Introspective Learning : A Two-Stage Approach for Inference in Neural Networks
active-learning calibration deep-learning introspective-neural-networks machine-learning neural-network-visualizations out-of-distribution-detection robustness-assessment
Language:Python 4
CristianCosci / LLMs_Robustness_evaluation_on_Sentiment_Analysis
LLMs Robustness Evaluation on Sentiment Analysis task
llm robustness-assessment sentiment-analysis
Language:Jupyter Notebook 2
KnowledgeDiscovery / FaceSec
Code for "FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems" @ CVPR 2021
adversarial-attacks adversarial-machine-learning face-recognition robustness-assessment
Language:Python 2
Neves-P / DAISIErobustness
Test the Robustness of DAISIE to Geodynamics and Traits
pipeline robustness-assessment island-biogeography birth-death-process maximum-likelihood-estimation r-package r
Language:R 2
navinfoeurope / guardai-api
GuardAI Adversarial Security Assessment Platform for AI API client
adversarial-machine-learning api-client machine-learning robustness-assessment computer-vision robustness
Language:Python 1
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"
paper adversarial-machine-learning adversarial-search neural-network robustness robustness-experiments robustness-verification deep-learning deep-neural-networks differential-evolution cmaes pixel-attack threshold-attack dual-quality-assessment robustness-assessment adversarial-attack adversarial-defence evolutionary-algorithm danilo-vasconcellos-vargas shashank-kotyan
Language:Python 1