Jinyuan Jia

Google Scholar ORCID: 0000-0002-9785-7769
31 publications in security and cryptology related venues
Year
Venue
Title
2025
conf/uss
Provably Robust Multi-bit Watermarking for AI-generated Text.
2025
conf/uss
Evaluating LLM-based Personal Information Extraction and Countermeasures.
2025
conf/uss
TracLLM: A Generic Framework for Attributing Long Context LLMs.
2025
conf/uss
PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models.
2024
conf/uss
ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning.
2024
conf/uss
Formalizing and Benchmarking Prompt Injection Attacks and Defenses.
2024
conf/ndss
TextGuard: Provable Defense against Backdoor Attacks on Text Classification.
2023
conf/uss
PORE: Provably Robust Recommender Systems against Data Poisoning Attacks.
2023
conf/ndss
REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service.
2022
conf/uss
Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data.
2022
conf/uss
PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning.
2021
conf/uss
Stealing Links from Graph Neural Networks.
2021
conf/uss
Data Poisoning Attacks to Local Differential Privacy Protocols.
2020
conf/uss
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning.
2019
conf/ndss
Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation.
2018
conf/uss
AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine Learning.
Jinyuan Jia Neil Zhenqiang Gong
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