Ensuring Calibration Robustness in Split Conformal Prediction Under Adversarial Attacks
Fuente:
arXiv
Saved in:
| Main Authors: | Qian, Xunlei, Xing, Yue |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
by: Liu, Ziquan, et al.
Published: (2024)
by: Liu, Ziquan, et al.
Published: (2024)
Split Conformal Classification with Unsupervised Calibration
by: Mazuelas, Santiago
Published: (2025)
by: Mazuelas, Santiago
Published: (2025)
End-to-End Conformal Calibration for Optimization Under Uncertainty
by: Yeh, Christopher, et al.
Published: (2024)
by: Yeh, Christopher, et al.
Published: (2024)
Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems
by: Simeone, Osvaldo, et al.
Published: (2025)
by: Simeone, Osvaldo, et al.
Published: (2025)
Robust Satisficing Gaussian Process Bandits Under Adversarial Attacks
by: Saday, Artun, et al.
Published: (2025)
by: Saday, Artun, et al.
Published: (2025)
Self-Calibrating Conformal Prediction
by: van der Laan, Lars, et al.
Published: (2024)
by: van der Laan, Lars, et al.
Published: (2024)
Split Conformal Prediction under Data Contamination
by: Clarkson, Jase, et al.
Published: (2024)
by: Clarkson, Jase, et al.
Published: (2024)
Towards Certification of Uncertainty Calibration under Adversarial Attacks
by: Emde, Cornelius, et al.
Published: (2024)
by: Emde, Cornelius, et al.
Published: (2024)
Adaptive Set-Mass Calibration with Conformal Prediction
by: Kazantsev, Daniil, et al.
Published: (2025)
by: Kazantsev, Daniil, et al.
Published: (2025)
Robust Calibration For Improved Weather Prediction Under Distributional Shift
by: Gilda, Sankalp, et al.
Published: (2024)
by: Gilda, Sankalp, et al.
Published: (2024)
Split Conformal Prediction in the Function Space with Neural Operators
by: Millard, David, et al.
Published: (2025)
by: Millard, David, et al.
Published: (2025)
Stochastic Bandits Robust to Adversarial Attacks
by: Wang, Xuchuang, et al.
Published: (2024)
by: Wang, Xuchuang, et al.
Published: (2024)
Calibration Attacks: A Comprehensive Study of Adversarial Attacks on Model Confidence
by: Obadinma, Stephen, et al.
Published: (2024)
by: Obadinma, Stephen, et al.
Published: (2024)
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
by: Bao, Jie, et al.
Published: (2025)
by: Bao, Jie, et al.
Published: (2025)
DARD: Dice Adversarial Robustness Distillation against Adversarial Attacks
by: Zou, Jing, et al.
Published: (2025)
by: Zou, Jing, et al.
Published: (2025)
Calibrating Decision Robustness via Inverse Conformal Risk Control
by: Zhou, Wenbin, et al.
Published: (2025)
by: Zhou, Wenbin, et al.
Published: (2025)
Multi-Variable Conformal Prediction: Optimizing Prediction Sets without Data Splitting
by: Lützow, Laura, et al.
Published: (2026)
by: Lützow, Laura, et al.
Published: (2026)
Online Conformal Abstention for Factuality Control Under Adversarial Bandit Feedback
by: Lee, Minjae, et al.
Published: (2025)
by: Lee, Minjae, et al.
Published: (2025)
Fast Adversarial Attacks with Gradient Prediction
by: Ciosek, Kamil, et al.
Published: (2026)
by: Ciosek, Kamil, et al.
Published: (2026)
Passive Inference Attacks on Split Learning via Adversarial Regularization
by: Zhu, Xiaochen, et al.
Published: (2023)
by: Zhu, Xiaochen, et al.
Published: (2023)
Conformal Predictive Systems Under Covariate Shift
by: Jonkers, Jef, et al.
Published: (2024)
by: Jonkers, Jef, et al.
Published: (2024)
On the Robustness of Adversarial Training Against Uncertainty Attacks
by: Ledda, Emanuele, et al.
Published: (2024)
by: Ledda, Emanuele, et al.
Published: (2024)
Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction
by: Ma, Ziqi, et al.
Published: (2024)
by: Ma, Ziqi, et al.
Published: (2024)
Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series
by: Yang, Zitong, et al.
Published: (2024)
by: Yang, Zitong, et al.
Published: (2024)
Beyond Data Splitting: Full-Data Conformal Prediction by Differential Privacy
by: Cho, Young Hyun, et al.
Published: (2026)
by: Cho, Young Hyun, et al.
Published: (2026)
Towards Calibrated Losses for Adversarial Robust Reject Option Classification
by: Shah, Vrund, et al.
Published: (2024)
by: Shah, Vrund, et al.
Published: (2024)
Adversarial Attacks to Latent Representations of Distributed Neural Networks in Split Computing
by: Zhang, Milin, et al.
Published: (2023)
by: Zhang, Milin, et al.
Published: (2023)
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
by: van der Laan, Lars, et al.
Published: (2025)
by: van der Laan, Lars, et al.
Published: (2025)
On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning
by: Scemama, Paul, et al.
Published: (2023)
by: Scemama, Paul, et al.
Published: (2023)
Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration
by: Jiang, Xun, et al.
Published: (2026)
by: Jiang, Xun, et al.
Published: (2026)
Multi-Distribution Robust Conformal Prediction
by: Yang, Yuqi, et al.
Published: (2026)
by: Yang, Yuqi, et al.
Published: (2026)
Exploring the Noise Robustness of Online Conformal Prediction
by: Xi, Huajun, et al.
Published: (2025)
by: Xi, Huajun, et al.
Published: (2025)
Robust Conformal Prediction Using Privileged Information
by: Feldman, Shai, et al.
Published: (2024)
by: Feldman, Shai, et al.
Published: (2024)
On the Adversarial Robustness of Learning-based Conformal Novelty Detection
by: Zhang, Daofu, et al.
Published: (2025)
by: Zhang, Daofu, et al.
Published: (2025)
How to Enhance Downstream Adversarial Robustness (almost) without Touching the Pre-Trained Foundation Model?
by: Liu, Meiqi, et al.
Published: (2025)
by: Liu, Meiqi, et al.
Published: (2025)
Privacy-Preserving Conformal Prediction Under Local Differential Privacy
by: Penso, Coby, et al.
Published: (2025)
by: Penso, Coby, et al.
Published: (2025)
Robust Conformal Prediction under Distribution Shift via Physics-Informed Structural Causal Model
by: Xu, Rui, et al.
Published: (2024)
by: Xu, Rui, et al.
Published: (2024)
Robustness Against Adversarial Attacks via Learning Confined Adversarial Polytopes
by: Hamidi, Shayan Mohajer, et al.
Published: (2024)
by: Hamidi, Shayan Mohajer, et al.
Published: (2024)
How Worst-Case Are Adversarial Attacks? Linking Adversarial and Perturbation Robustness
by: Rossolini, Giulio
Published: (2026)
by: Rossolini, Giulio
Published: (2026)
Similar Items
-
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
by: Liu, Ziquan, et al.
Published: (2024) -
Split Conformal Classification with Unsupervised Calibration
by: Mazuelas, Santiago
Published: (2025) -
End-to-End Conformal Calibration for Optimization Under Uncertainty
by: Yeh, Christopher, et al.
Published: (2024) -
Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging
by: Luo, Rui, et al.
Published: (2024) -
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems
by: Simeone, Osvaldo, et al.
Published: (2025)