In Progress

<In Progress>

1. 강민정, 이일구, 이정훈, "Simplex-Constrained Deep Reinforcement Learning for Secrecy Rate Maximization,"

2. 강백서, 박소현, 오정주, 송현채, 홍준호, 이일구, "Mitigating Personal Information Exposure in Patent Gazettes through a DID-Based Privacy Framework,"

3. 길예슬, 전유란, 이선진, 이일구, "Multi-binary classification for intelligent intrusion detection of lightweight Internet of Things,"

4. 김남령, 김서이, 임나라, 박소현, 이일구, "AI-Driven Security for DID-Integrated DeFi Ecosystems in the Era of AI Agents,"

5. 김남령, 전소은, 지승하, 이진민, 이일구, "T-DID: A Hybrid Threat Detection Framework for Decentralized Identity Systems,"

6. 김민정, 이연지, 이일구, "Dynamic Data Reduction Techniques for Lightweight Intrusion Detection,"

7. 김서이, 박나은, 이일구, "Robust and Invisible Watermarking Technique Using Low-Frequency Domain-Based Discrete Wavelet Transform,"

8. 지승하, 전아영, 정예림, 박소현, 이일구, "SHADE: A Two-Stage Semantic Detection Framework for Hallucination Propagation in Multi-Agent Systems,"

9. 김소연, 박나은, 전유란, 이일구, "FedDG: Federated Learning with Differential Grouping for Privacy-Preserving Highly Efficient Wireless Networks,"

10. 김소연, 이연지, 이진민, 이일구, "FHPI: Fuzzy Hash–Based Packet Inspection for Low-Latency Detection of Malicious Traffic in End-to-End Encryption Environments,"

11. 김소연, 전소은, 김연진, 이일구, "Reliable Wake-Up Signal Verification for Improving Service Availability of Consumer Healthcare Robotics,"

12. 김수경, 김소연, 이일구, "Shamir's Secret Sharing-Based Frequency Hopping for Secure and Anti-Jamming Satellite Communications,"

13. 김수영, 송채원, 이일구, "HARP: A Descriptor-Based Adaptive Preprocessing Selector for CKKS-Based Homomorphic Logistic Regression,"

14. 김수영, 심혜연, 이일구, "Checkpointing for Homomorphic Encryption-Based Machine Learning,"

15. 김종성, 박소현, 신민지, 홍준호, 이일구, "DID-Based Training Data Management System for Fair Use and Automated Compensation in Generative AI,"

16. 박나은, 이유림, 이일구, "Improving Homomorphic Encryption Performance with Adaptive Data Type Processing for Privacy-Enhancing Technology,"

17. 박소현, 유희정, 이일구, "Physical Layer Key-Based Secrecy Throughput Enhancement with Training Resource Allocation and Subcarrier Grouping,"

18. 박소현, 유희정, 이일구, "Secure Physical Layer Key Generation in Untrusted Relay-Assisted Wireless Network,"

19. 박소현, 윤지희, 이일구, "Toward Safer Digital Services: Enhanced Connecting Information Systems for Mitigating Information Leakage with Low Complexity,"

20. 박수지, 이연우, 이일구, "CIV: Content Integrity Verification for Distributed Intrusion Detection Systems,"

21. 박채연, 전소은, 이일구, "Reconstruction attack on Wi-Fi sensing obfuscation,"

22. 송채원, 심혜연, 이일구, "Replay Attack Analysis and Countermeasures in LinHAE-based Cyber-Physical System Control,"

23. 신민지, 박소현, 김종성, 홍준호, 이일구, "Parallel Multimodal Biometric Authentication Model Based on Shamir’s Secret Sharing,"

24. 오정주, 이일구, 이환수, "How Security-Related Stress and Fatigue Influence Employees' Information Security Compliance,"

25. 이선진, 이일구, "Inter-Frame Space-Based Low-Latency Transmission for Next-Generation Wireless Local Area Networks,"

26. 이선진, 이진민, 전유란, 김수경, 박채연, 이일구, "Fault-Tolerant Distributed Fuzzing Framework Utilizing Differential and Dynamic Seed Allocation Based on Reliability,"

27. 이선진, 이일구, "Deterministic Low-Latency Traffic Transmission for Wireless Networks Exploiting the Interframe Space,"

28. 이선진, 이일구, "DDQN-driven xIFS-based Opportunistic Communication for Deterministic Low-latency in Next-generation WLANs,"

29. 이연지, 이일구, "Hidden in the Noise: Noise-Embedded Watermarking for Black-Box Image Classifiers,"

30. 이주원, 이연지, 이일구, "Performance Evaluation of Multilayer Selfish Attacks in Internet of Things Sensor Networks Using Extended Bianchi Throughput Model,"

31. 전소은, 김소연, 박소현, 지승하, 정예림, 송채원, 이일구, "SRfuzz: Surrogate Fuzzing Technique with Multi-AP for Detecting Wi-Fi Firmware Vulnerabilities,"

32. 전소은, 이진민, 김소연, 박나은, 이선진, 이연지, 전유란, 박성민, 이일구, "Machine Learning-Driven Dynamic Zero Trust for Secure and Low-Latency Open Radio Access Networks,"

33. 전소은, 이정훈, 이일구, "Data-Aided Friendly Jamming with Multi-AP Cooperation: A Novel Approach for Joint Optimization of Wireless Secrecy and Network Throughput,"

34. 전소은, 김준영, 이일구, "Machine Learning-Based Channel Selection for Interference- and Jamming-Resilient Dense Wireless Local Area Networks,"

35. 조민지, 전소은, 이일구, "Cooperative Global Detection with Dynamic Multi-Link Recovery for Jamming Resilience of Internet of Things,"

36. 지승하, 이일구, "LDS: Latent DDIM-Based Physical Layer Security for Deep JSCC Semantic Communications,"