Hanxun Huang
- Papers
- 16
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Authored papers
16Internal Safety Collapse in Frontier Large Language Models
arXiv 2026
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
arXiv 2025
Safety at Scale: A Comprehensive Survey of Large Model Safety
arXiv 2025
BackdoorVLM: A Benchmark for Backdoor Attacks on Vision-Language Models
arXiv 2025
Detecting Backdoor Samples in Contrastive Language Image Pretraining
arXiv 2025
CURVALID: Geometrically-guided Adversarial Prompt Detection
arXiv 2025
BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
arXiv 2024
Shortcuts Everywhere and Nowhere: Exploring Multi-Trigger Backdoor Attacks
arXiv 2024
LDReg: Local Dimensionality Regularized Self-Supervised Learning
arXiv 2024
Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed Models
arXiv 2024
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks
CVPR 2025 1
Distilling Cognitive Backdoor Patterns within an Image
arXiv 2023
Unlearnable Examples: Making Personal Data Unexploitable
unlearnable-examples-making-personal-data
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks
NeurIPS 2021 12
Normalized Loss Functions for Deep Learning with Noisy Labels
ICML 2020 1
Imbalanced Gradients: A Subtle Cause of Overestimated Adversarial Robustness
arXiv 2020
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