Chia-Yi Hsu

Orcid: 0009-0000-7772-8735

According to our database¹, Chia-Yi Hsu authored at least 24 papers between 2018 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Links

On csauthors.net:

Bibliography

2026

Harmless Yet Harmful: Neutral Prompting Attacks for Stealthy Hallucination Steering in Agent Skills.

[BibT_eX]

[DOI]

CoRR, May, 2026

Trust Me, Import This: Dependency Steering Attacks via Malicious Agent Skills.

[BibT_eX]

[DOI]

CoRR, May, 2026

2025

DPAF: Image Synthesis via Differentially Private Aggregation in Forward Phase.

[BibT_eX]

[DOI]

IEEE Internet Things J., March, 2025

Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge.

[BibT_eX]

[DOI]

CoRR, February, 2025

BADTV: Unveiling Backdoor Threats in Third-Party Task Vectors.

[BibT_eX]

[DOI]

CoRR, January, 2025

VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Deepfake Detection through Temporal Attention.

[BibT_eX]

[DOI]

Proceedings of the 33rd Wireless and Optical Communications Conference, 2024

Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Road Decals as Trojans: Disrupting Autonomous Vehicle Navigation with Adversarial Patterns.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

2023

On the Private Data Synthesis Through Deep Generative Models for Data Scarcity of Industrial Internet of Things.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2023

2022

Real-World Adversarial Examples Via Makeup.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

CAFE: Catastrophic Data Leakage in Vertical Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Real-World Adversarial Examples involving Makeup Application.

[BibT_eX]

[DOI]

CoRR, 2021

Formalizing Generalization and Robustness of Neural Networks to Weight Perturbations.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarial Examples for Unsupervised Machine Learning Models.

[BibT_eX]

[DOI]

CoRR, 2021

Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Catastrophic Data Leakage in Vertical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Non-Singular Adversarial Robustness of Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2019

Characterizing Adversarial Subspaces by Mutual Information.

[BibT_eX]

[DOI]

Chia-Yi Hsu

Pin-Yu Chen

Chia-Mu Yu

Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security, 2019

2018

On the Utility of Conditional Generation Based Mutual Information for Characterizing Adversarial Subspaces.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Chia-Yi Hsu

Timeline

Legend:

Links

On csauthors.net:

Bibliography

Loading...