Steganalysis of Content-Adaptive JPEG Steganography Based on CNN and 2D Gabor Filters. - Xiaoyan Xu; Linna Fan; Rongcai Zhao (CSAI/ICIMT, 2018)

An anonymous authentication mechanism based on Kerberos and HIBC. - Linna Fan; Xiaofeng Song; Weiwei Zhao; Haodan Ran; Jingzhi Li; Deyang Shi; Suining Mu; Tao Qi (ICETC, 2018)

An IoT Device Identification Method based on Semi-supervised Learning. - Linna Fan; Shize Zhang; Yichao Wu; Zhiliang Wang; Chenxin Duan; Jia Li 033; Jiahai Yang 001 (CNSM, 2020)

EvoIoT: An evolutionary IoT and non-IoT classification model in open environments. - Linna Fan; Lin He 004; Enhuan Dong; Jiahai Yang 001; Chenglong Li 006; Jinlei Lin; Zhiliang Wang (Comput. Networks, 2022)

GraphIoT: Accurate IoT Identification based on Heterogeneous Graph. - Linna Fan; Lin He 004; Xiaoqing Sun; Enhuan Dong; Jiahai Yang 001; Zhiliang Wang; Jinlei Lin; Guanglei Song (IWQoS, 2023)

Which Doors Are Open: Reinforcement Learning-based Internet-wide Port Scanning. - Guanglei Song; Lin He 004; Tianyun Zhao; Yirui Luo; Yichao Wu; Linna Fan; Chenglong Li 006; Zhiliang Wang; Jiahai Yang 001 (IWQoS, 2023)

AutoIoT: Automatically Updated IoT Device Identification With Semi-Supervised Learning. - Linna Fan; Lin He 004; Yichao Wu; Shize Zhang; Zhiliang Wang; Jia Li 033; Jiahai Yang 001; Chaocan Xiang; Xiaoqian Ma (IEEE Trans. Mob. Comput., 2023)

MEDA: MoE-based Concept Drift Adaptation for In-vehicle Network Intrusion Detection. - Gang Yang; Weifeng Mou; Tao Xia; Linna Fan (ICCT, 2024)

DAS-Gen: Continual Signature Generation for Evolving Malicious Traffic. - Gang Yang; Bo Wu; Weifeng Mou; Linna Fan; Xuan Shen; Jun He (ICIC (9), 2024)

AdvOcl: Naturalistic Clothing Pattern Adversarial to Person Detectors in Occlusion. - Zhitong Lu; Duohe Ma; Linna Fan; Zhen Xu 009; Kai Chen 012 (IH&MMSec, 2024)

CP-IoT: A Cross-Platform Monitoring System for Smart Home. - Hai Lin; Chenglong Li 006; Jiahai Yang 001; Zhiliang Wang; Linna Fan; Chenxin Duan (NDSS, 2024)

KI-Mix: Enhancing Cyber Threat Detection in Incomplete Supervision Setting Through Knowledge-informed Pseudo-anomaly Generation. - Gang Yang; Bo Wu; Linna Fan; Xia Tao; Jun He (SMC, 2024)

ProbeGeo: A Comprehensive Landmark Mining Framework Based on Web Content. - Jinlei Lin; Chenglong Li 006; Wenwen Gong; Guanglei Song; Linna Fan; Zhiliang Wang; Jiahai Yang 001 (IEEE/ACM Trans. Netw., 2024)

AddrMiner: A Fast, Efficient, and Comprehensive Global Active IPv6 Address Detection System. - Guanglei Song; Lin He 004; Feiyu Zhu 002; Jinlei Lin; Wenjian Zhang; Linna Fan; Chenglong Li 006; Zhiliang Wang; Jiahai Yang 001 (IEEE/ACM Trans. Netw., 2024)

PMap: Reinforcement Learning-Based Internet-Wide Port Scanning. - Guanglei Song; Lin He 004; Tao Chen; Jinlei Lin; Linna Fan; Kun Wen; Zhiliang Wang; Jiahai Yang 001 (IEEE/ACM Trans. Netw., 2024)

Enhance CVE Severity Prediction From Vulnerability Description with Auxiliary Sentence. - Gang Yang; Jun He; Bo Wu; Lin Ni; Linna Fan; Tao Xia (CSCWD, 2025)

MalImgDA: Diffusion-based Data Augmentation for Long-tailed Malware Family Classification. - Gang Yang; Jun He; Bo Wu; Tao Xia; Linna Fan; Lin Ni (ICASSP, 2025)

HGExplainer: Heterogeneous Graph Explainer for IoT Device Identification. - Linna Fan; Bo Wu; Xuan Shen; Jun He; Guanglei Song; Gang Yang; Chaocan Xiang; Duohe Ma; Yongfeng Huang 001 (IEEE Trans. Mob. Comput., 2025)