Author

Heng Jin

Observed name: Jin, Heng

Institutions: D-Tech (United States), Virginia Tech

Observed institutions: D-Tech (United States), Virginia Tech

ORCID: 0009-0002-4024-5574

Observed ORCID: 0009-0002-4024-5574

OpenAlex ID: A5102661217

ProFLingo: A Fingerprinting-based Intellectual Property Protection Scheme for Large Language Models

2024 · Heng Jin, Chaoyu Zhang, et al. · IEEE Conference on Communications and Network Security · 10

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Enabling Trustworthy Federated Learning via Remote Attestation for Mitigating Byzantine Threats

2025 · Chaoyu Zhang, Heng Jin, et al. · IEEE Military Communications Conference (MILCOM) · 3

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S kynet : Workflow-Level Anomaly Detection for Agentic AI via Semantic and Structural Modeling

2026 · Chaoyu Zhang, Hexuan Yu, et al. · ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc)

Aegis: Generative Gradient Masking for Privacy-Preserving Medical Federated Learning

2026 · Zhang, Chaoyu, Shi, Shanghao, et al. · arXiv (Cornell University)

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Privacy-Preserving Split Learning for Federated LLM Fine-Tuning

2026 · Jin, Heng, Zhang, Chaoyu, et al. · arXiv (Cornell University)

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From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning

2026 · Shi, Shanghao, Zhang, Chaoyu, et al. · arXiv (Cornell University)

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Minim: Privacy-Aware Minimal View for Agents via Trusted Local Sanitization

2026 · Yu, Hexuan, Zhang, Chaoyu, et al. · arXiv (Cornell University)

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ARMOR 2025: A Military-Aligned Benchmark for Evaluating Large Language Model Safety Beyond Civilian Contexts

2026 · Johns, Sydney, Jin, Heng, et al. · arXiv (Cornell University)

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Trusting What You Cannot See: Auditable Fine-Tuning and Inference for Proprietary AI

2026 · Jin, Heng, Zhang, Chaoyu, et al. · arXiv (Cornell University)

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Works count: 9

Citation count: 13

H-index: 2

I10-index: 1