Jinfu Chen

Jiangsu University — China

Computer Science · Physical Sciences

20h-index2.3kcitations212works2.92yr avg
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Research Topics

Software Reliability and Analysis Research(90), Software Testing and Debugging Techniques(84), Software Engineering Research(63), Advanced Malware Detection Techniques(51), Network Security and Intrusion Detection(40)

Publications212 total

An efficient framework for malicious network traffic detection using optimized deep learning techniques
Engineering Applications of Artificial Intelligence·2025
DEzzer: Efficient Fuzzing Mutation Scheduling Based on Differential Evolution
Journal of Systems and Software·2025
DP-S3: software defect prediction through feature fusion with syntax trees, program slices and standard features
The Computer Journal·2025
OFP-Repair: Repairing Floating-point Errors via Original-Precision Arithmetic
arXiv (Cornell University)·2025Open Access
BiRNN-SA: Context-aware malicious network traffic detection using self-attentive bidirectional RNNs
Computer Networks·2025· 4 cited
MGAN: A Multi-view Graph Adaptive Network for Robust Malicious Traffic Detection
ACM Transactions on Privacy and Security·2025· 2 cited
Probabilistic Net Load Forecasting Using Cross-Attention Conditional Diffusion Model
2025
An Empirical Study on Virtual Reality Software Security Weaknesses
arXiv (Cornell University)·2025Open Access
A Hybrid Analysis Method for Android Malware Classification based on Static and Dynamic Features with Machine Learning
2025
A Comprehensive Blockchain Security Evaluation Method Integrating Hierarchical Analysis, Entropy Weighting and Ideal Solution Techniques
2025
DiFuzzNMT: A Differential Fuzzing Framework for Neural Machine Translation
2025
SEAFuzz: Structural Exploration-Aware Seed Scheduling Approach for Fuzzing
2025
APT-ATT: An efficient APT attribution model based on heterogeneous threat intelligence representation and CTGAN
Computer Networks·2025
Detecting encrypted malicious traffic with HEAT: a header-focused deep learning approach
The Computer Journal·2025
Output Type Guided Random Test Case Generation for String Validation Routines
Tsinghua Science & Technology·2025· 1 citedOpen Access
MTD-FRD: Malicious traffic detection method based on feature representation and conditional diffusion model
Journal of Network and Computer Applications·2025· 2 cited
BEAD-MI: Blending Ensemble Learning-based Anomaly Detection Model For Medical Insurance Data
2025
Optimization of Fuzzy Adaptive Logic Controller for Robot Manipulators Using Modified Greater Cane Rat Algorithm
Mathematics·2025Open Access
A Novel Vulnerability‐Detection Method Based on the Semantic Features of Source Code and the LLVM Intermediate Representation
Journal of Software Evolution and Process·2025Open Access
eBiTCN: Efficient bidirectional temporal convolution network for encrypted malicious network traffic detection
Journal of Computer Security·2025· 4 cited
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Frequent Co-authors

Rubing Huang(18), Dave Towey(17), Saihua Cai(12), Chengying Mao(6), Shang Yin(6), Patrick Kwaku Kudjo(6), Tsong Yueh Chen(5), Yansheng Lu(5), Luo Song(4), Minmin Zhou(4), Haibo Chen(4), Yunan Zhou(4), Weiwen Zong(4), Fei‐Ching Kuo(3), Yuchi Guo(3), Richard Amankwah(3), Jiaping Xu(3), Xiaodong Xie(3), Yisong Liu(3), Hilary Ackah-Arthur(3)