Awesome Multimodal
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Gongshen Liu — most-cited papers & profile · Multimodal
← authors
·
overview
Gongshen Liu
27
papers ·
20
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review
2023 · 7 citations
FedPrompt: Communication-Efficient and Privacy Preserving Prompt Tuning in Federated Learning
2022 · 6 citations
TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models
2024 · 5 citations
LogKernel A Threat Hunting Approach Based on Behaviour Provenance Graph and Graph Kernel Clustering
2022 · 1 citations
LSF-IDM: Automotive Intrusion Detection Model with Lightweight Attribution and Semantic Fusion
2023 · 1 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
GradSentry: Gradient Spectral Entropy for Backdoor Sample Filtering in Large Language Model Fine-Tuning
2026
SEARL: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents
2026
ProtegoFed: Backdoor-Free Federated Instruction Tuning with Interspersed Poisoned Data
2026
ProtegoFed: Backdoor-Free Federated Instruction Tuning with Interspersed Poisoned Data
2026
EmbTracker: Traceable Black-box Watermarking for Federated Language Models
2026
Revisiting Backdoor Threat in Federated Instruction Tuning from a Signal Aggregation Perspective
2026
Revisiting Backdoor Threat in Federated Instruction Tuning from a Signal Aggregation Perspective
2026
Patronus: Identifying and Mitigating Transferable Backdoors in Pre-trained Language Models
2025
Topics
Adversarial ML
LLM Security
Vulnerability Detection
Threat Intelligence
cs.CR
Anomaly Detection
Fine-Tuning
Safety & Alignment
cs.AI
Federated Learning