# Hardening LLM Fine-Tuning: From Differentially Private Data Selection to Trustworthy Model Quantization

Article · Zehang Deng, Ruoxi Sun, Minhui Xue, Wanlun Ma, Sheng Wen, Surya Nepal, Yang Xiang

- Archive id: doi:10.1109/tifs.2025.3581103
- Published: 2025-01-01
- Venue: IEEE Transactions on Information Forensics and Security
- DOI: https://doi.org/10.1109/tifs.2025.3581103
- Citations: 32
- Source URL: https://doi.org/10.1109/tifs.2025.3581103
- Provenance: openalex

_Abstract not reproduced: its license does not permit redistribution. See the source URL._

Topics: [Efficient Training & Inference](https://space-kitty.com/topics/efficient-ai)

---
Space Kitty Archive · https://space-kitty.com · API: https://space-kitty.com/api/v1 · MCP: https://space-kitty.com/mcp · Premium: $0.20/request via x402 (Base Sepolia (testnet)). Metadata: arXiv (CC0), OpenAlex (CC0), Europe PMC (CC BY/CC0 works), ClinicalTrials.gov.
