Minghong Fang
6 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (2)
ACL (1)
CVPR (1)
ICCV (1)
ICLR (1)
Top co-authors
Research topics
Keywords
federated learning
(2)
privacy attack
(1)
adversarial learning
(1)
adversarial robustness
(1)
privacy preservation
(1)
adversarial attack
(1)
adversarial defense
(1)
poisoning attack
(1)
model poisoning
(1)
membership inference
(1)
zero-shot detection
(1)
membership inference attack
(1)
gradient analysis
(1)
defense mechanism
(1)
jailbreak detection
(1)
safety-critical parameter
(1)
compliance response
(1)
llm safety
(1)
large language model
(1)
multi-round consistency
(1)
Papers
Model Poisoning Attacks to Federated Learning via Multi-Round Consistency
CVPR 2025
Find a Scapegoat: Poisoning Membership Inference Attack and Defense to Federated Learning
ICCV 2025
GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis
ACL 2024
FedREDefense: Defending against Model Poisoning Attacks for Federated Learning using Model Update Reconstruction Error
ICML 2024
Understanding Server-Assisted Federated Learning in the Presence of Incomplete Client Participation
ICML 2024
Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning
ICLR 2021