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#explainability — news, CVEs and analysis · ZeroHour

today 43 visits · 56 views · 7 reads·all time 17K views

06:59 UTC· 6m ago

Tag

#explainability

0 stories this week · 11 this month · 12 in 6 months · mostly AI

stories per day · 30 days

Related#xai 3 #interpretability 2 #shap 2 #audit 1 #automotive 1 #calibration 1 #chain-of-box 1 #clinical-ml 1 #clinical-nlp 1 #cnn 1 #compression 1 #conservation 1 #conversational-ai 1 #coronary-angiography 1 #ember 1 #energy-forecasting 1 #ensembles 1 #ethernet 1

12 stories, newest first · one card per story

arXiv cs.CR·9d ago

X-SPUR: Explainable Surprisal-Based Protocol-Aware Unsupervised Reasoning for Automotive Ethernet Intrusion Detection

#automotive #ethernet #intrusion-detection

Research

arXiv cs.AI / cs.LG / cs.CL·9d ago

A Qualitative Model for Reasoning about Path and Support

#explainability #game-ai #qualitative-reasoning

AI research

arXiv cs.AI / cs.LG / cs.CL·10d ago

Probabilistic Linear Explanations

#explainability #formal-methods #interpretability

AI research

arXiv cs.AI / cs.LG / cs.CL·11d ago

Det-LIME: Detector-Aware, Multi-Instance Local Interpretable Model-Agnostic Explanations for Automated Marine Mammal Detection

#conservation #explainability #interpretable-ml

AI research

arXiv cs.AI / cs.LG / cs.CL·12d ago

Recurrent GraphNeural NetworkswithSet-BasedAggregation

#explainability #expressiveness #graph-neural-networks

AI research

arXiv cs.AI / cs.LG / cs.CL·15d ago

DynSHAP: Towards Explainable Dynamic Survival Analysis

#clinical-ml #explainability #healthcare

AI research

arXiv cs.AI / cs.LG / cs.CL·16d ago

Explainability Assistant: A Conversational XAI Interface for Interpreting Energy Consumption Models

#conversational-ai #energy-forecasting #explainability

AI research

1

arXiv cs.AI / cs.LG / cs.CL·19d ago

Understanding the Impact of Model Pruning on Long-Tail Forgetting and Explanation Reliability in Medical Imaging

#cnn #compression #explainability

AI research

arXiv cs.AI / cs.LG / cs.CL·19d ago

Bag of Tricks or Bag of Myths? Reducing Modeling Complexity with Task Knowledge in Explainable Suicide Risk Assessment

#audit #calibration #clinical-nlp

AI research

Hugging Face daily papers·20d ago

CARDEA: Auditable Reasoning Grounded in Spatial Evidence for End-to-End Coronary Angiography Interpretation

#chain-of-box #coronary-angiography #explainability

arXiv cs.CR·23d ago

Why Is SHAP Not a Reliable Standalone Explanation Framework for Malware Detection?

#ember #explainability #machine-learning

Research

1

Schneier on Security·Aug 11, 2026

AI for Military Support

#ai #algorithmic-aversion #decision-support

AI research

1