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Gongshen Liu — most-cited papers & profile · AI Agents
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overview
Gongshen Liu
6
papers ·
7
citations
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Semantic Scholar ↗
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Most-cited papers
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review
2023 · 7 citations
ProtegoFed: Backdoor-Free Federated Instruction Tuning with Interspersed Poisoned Data
2026
GradSentry: Gradient Spectral Entropy for Backdoor Sample Filtering in Large Language Model Fine-Tuning
2026
Patronus: Identifying and Mitigating Transferable Backdoors in Pre-trained Language Models
2025
FedRS-Bench: Realistic Federated Learning Datasets and Benchmarks in Remote Sensing
2025
SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer
2024
Topics
Adversarial ML
Vulnerability Detection
LLM Security
Fine-Tuning
Safety & Alignment
Threat Intelligence
Training Techniques
Efficiency
Evaluation
Anomaly Detection