Kaiyuan Zhang

Orcid: 0000-0001-6023-363X

Affiliations:

Purdue University, West Lafayette, IN, USA
Zhejiang University, China (former)

According to our database¹, Kaiyuan Zhang authored at least 34 papers between 2019 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Security Considerations for Artificial Intelligence Agents.

[BibT_eX]

[DOI]

CoRR, March, 2026

Membership Inference Attacks Against Fine-tuned Diffusion Language Models.

[BibT_eX]

[DOI]

CoRR, January, 2026

Window-based Membership Inference Attacks Against Fine-tuned Large Language Models.

[BibT_eX]

[DOI]

CoRR, January, 2026

Cascading and Proxy Membership Inference Attacks.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual Network and Distributed System Security Symposium, 2026

2025

BrowseSafe: Understanding and Preventing Prompt Injection Within AI Browser Agents.

[BibT_eX]

[DOI]

CoRR, November, 2025

CodeMirage: A Multi-Lingual Benchmark for Detecting AI-Generated and Paraphrased Source Code from Production-Level LLMs.

[BibT_eX]

[DOI]

CoRR, June, 2025

IntenTest: Stress Testing for Intent Integrity in API-Calling LLM Agents.

[BibT_eX]

[DOI]

CoRR, June, 2025

LLM Agents Should Employ Security Principles.

[BibT_eX]

[DOI]

CoRR, May, 2025

μKE: Matryoshka Unstructured Knowledge Editing of Large Language Models.

[BibT_eX]

[DOI]

CoRR, April, 2025

SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks.

[BibT_eX]

[DOI]

Proceedings of the 34th USENIX Security Symposium, 2025

BAIT: Large Language Model Backdoor Scanning by Inverting Attack Target.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2025

CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

ProSec: Fortifying Code LLMs with Proactive Security Alignment.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

System Prompt Hijacking via Permutation Triggers in LLM Supply Chains.

[BibT_eX]

[DOI]

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

2024

ASPIRER: Bypassing System Prompts With Permutation-based Backdoors in LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia.

[BibT_eX]

[DOI]

CoRR, 2024

Rethinking the Invisible Protection against Unauthorized Image Usage in Stable Diffusion.

[BibT_eX]

[DOI]

Proceedings of the 33rd USENIX Security Symposium, 2024

Exploring the Orthogonality and Linearity of Backdoor Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2024

OdScan: Backdoor Scanning for Object Detection Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Lotus: Evasive and Resilient Backdoor Attacks through Sub-Partitioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Your Exploit is Mine: Instantly Synthesizing Counterattack Smart Contract.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Detecting Backdoors in Pre-trained Encoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

DRGraph: An Efficient Graph Layout Algorithm for Large-scale Graphs by Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

2019

Enhancing statistical charts: toward better data visualization and analysis.

[BibT_eX]

[DOI]

J. Vis., 2019

Kaiyuan Zhang

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