# Intelligent Cyber Systems Lab- China The Intelligent Cyber Systems Lab (ICSL) Huzhou Normal University Huzhou Normal University

> The Intelligent Cyber Systems Lab (ICSL) at Huzhou Normal University brings together researchers working on AI-driven threat detection, secure and privacy-preserving machine learning, and cyber-physical systems security.

> Generated by All in One SEO v5.0.5, this is an llms.txt file, used by LLMs to index the site.

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## Pages

- [Home](https://intellicys.net/): Professor Sajjad Hussain Chauhdary
- [Events](https://intellicys.net/events/)
- [Contact Us](https://intellicys.net/contact-us/)
- [Members](https://intellicys.net/members/)
- [Research](https://intellicys.net/research/)
- [Collaborations](https://intellicys.net/collaborations/)

## Members

- [ZhiKun Wang](https://intellicys.net/members/zhikun-wang/): AI-Driven PUF Modeling and Mitigation in 6G Zero-Trust Security.
- [XinJie Wu](https://intellicys.net/members/xinjie-wu/): Intelligent PUF-Based Key Generation for Securing Edge AI.
- [Hui Xie](https://intellicys.net/members/hui-xie/): AI-Predicted Aging and PUF Reliability.
- [RuiChuang Shen](https://intellicys.net/members/ruichuang-shen/): AI-Generated PUF Cryptography.
- [Shuaibing Wang](https://intellicys.net/members/shuaibing-wang/): 6G security and Physical Unclonable Function.
- [Zhijiang Ren](https://intellicys.net/members/zhijiang-ren/): Cryptography and Physical Unclonable Function.
- [Zhang Wei](https://intellicys.net/members/zhang-wei/): Multimodal 3D object detection and V2X.
- [Lu Yang](https://intellicys.net/members/lu-yang/): V2X 3D detection.
- [Jiang Yangchao](https://intellicys.net/members/jiang-yangchao/): Autonomous driving and 3D object detection.
- [Song Qingbo](https://intellicys.net/members/song-qingbo/): Semantic segmentation and embodied intelligence.
- [Mohamed Barrar](https://intellicys.net/members/mohamed-barrar/): 6G cryptography and network device authentication.
- [Prof. Ali Hassan](https://intellicys.net/members/prof-ali-hassan/): National University of Sciences and Technology (NUST), Pakistan
- [Prof. Farrukh Aslam Khan](https://intellicys.net/members/prof-farrukh-aslam-khan/): Alfaisal University, Riyadh, Saudi Arabia
- [Prof. Shehzad Ashraf Chaudhry](https://intellicys.net/members/prof-shehzad-ashraf-chaudhry/): Abu Dhabi University (ADU), United Arab Emirates
- [Prof. Sajjad Hussain Chauhdary](https://intellicys.net/members/prof-sajjad-hussain-chauhdary/): Prof. Chauhdary leads Intelligent Cyber Systems Lab’s research on wireless sensor networks, the Internet of Things, cyber security, and smart homes & cities. He holds a Ph.D. from Korea University (QS Global Rank: 52) and previously served as Associate Professor at the University of Jeddah, with 5 years of industry R&D experience at LG, South
- [Prof. Jiang Linhua](https://intellicys.net/members/prof-jiang-linhua/): Prof. Jiang is a Distinguished Professor and doctoral advisor leading Zhejiang’s provincial innovation team on smart IoT agricultural informatization. His research spans artificial intelligence, the Internet of Things and intelligent visual image processing, drawing on over a decade of research experience at Stanford University, the University of California and other leading international labs. He has
- [Komal Inayat](https://intellicys.net/members/komal-inayat/): PUF-based authentication, 6G security, adversarial attacks and post-quantum cryptography.
- [Ali Zeeshan](https://intellicys.net/members/ali-zeeshan/): AI-augmented 6G networks.
- [TengFei Ma](https://intellicys.net/members/tengfei-ma/): Cryptography, Physical Unclonable Function, V2X.

## Research Projects

- [Cross-modal 3D Detection with Feature Augmentation and Global Fusion: A Dual-Module Approach for Vehicle Technology](https://intellicys.net/research-projects/cross-modal-3d-detection-with-feature-augmentation-and-global-fusion-a-dual-module-approach-for-vehicle-technology/): Dual-module LiDAR-camera fusion framework that augments image features before fusion and models global cross-modal relationships during fusion, improving 3D object detection for autonomous driving.
- [HARD-V2X: Hard-Target Evidence Preservation and Recovery for Cooperative LiDAR-Based V2X 3D Detection](https://intellicys.net/research-projects/hard-v2x-hard-target-evidence-preservation-and-recovery-for-cooperative-lidar-based-v2x-3d-detection/): Cooperative LiDAR-based V2X 3D detection framework that improves cross-agent alignment, candidate proposal, and cross-scale recovery for hard-to-detect targets such as distant or sparse-point objects.
- [PACLA: A SoftPUF-Ascon-Based Lightweight Mutual Authentication Protocol for Secure V2X Networks](https://intellicys.net/research-projects/pacla-a-softpuf-ascon-based-lightweight-mutual-authentication-protocol-for-secure-v2x-networks/): Lightweight mutual authentication protocol for resource-constrained V2X nodes, combining a software-based PUF with the NIST-standardized Ascon cipher for efficient, forward-confidential device authentication.
- [PUF-Secure Lightweight Authentication for Mobile USIM in 6G](https://intellicys.net/research-projects/puf-secure-lightweight-authentication-for-mobile-usim-in-6g/): PUF-based Mobile USIM identity authentication scheme for 6G networks, using an improved ring-oscillator PUF with lightweight hash and XOR operations to resist cloning, replay, and physical attacks.
- [Continuous Geometric Prior Enhancement for Multimodal 3D Object Detection](https://intellicys.net/research-projects/continuous-geometric-prior-enhancement-for-multimodal-3d-object-detection/): Lightweight geometric-prior extensions to LiDAR-camera fusion that preserve sub-voxel coordinate fidelity, improving multimodal 3D object detection accuracy on autonomous-driving benchmarks.
- [PUF-ILM: A PUF-Enabled Authentication Scheme for Internet of Vehicles Using Improved Logical Mapping](https://intellicys.net/research-projects/puf-ilm-a-puf-enabled-authentication-scheme-for-internet-of-vehicles-using-improved-logical-mapping/): Lightweight two-way authentication scheme for the Internet of Vehicles that integrates a Physical Unclonable Function with an Improved Logistic Map, published in IEEE Internet of Things Journal.

## Publications

- [Privacy-Preserving Intrusion Detection System Using TabTransformer and XGBoost for IoMT Environments](https://intellicys.net/publications/privacy-preserving-intrusion-detection-system-using-tabtransformer-and-xgboost-for-iomt-environments/)
- [Post-Quantum DAG-based Blockchain for Securing Vehicular Sensor Networks](https://intellicys.net/publications/post-quantum-dag-based-blockchain-for-securing-vehicular-sensor-networks/)
- [PUF-ILM: A PUF-Enabled Authentication Scheme for Internet of Vehicles Using Improved Logical Mapping](https://intellicys.net/publications/puf-ilm-a-puf-enabled-authentication-scheme-for-internet-of-vehicles-using-improved-logical-mapping/)
- [High-Precision Steel Pipe Size Inspection Using Deep Learning and Geometric Fitting](https://intellicys.net/publications/high-precision-steel-pipe-size-inspection-using-deep-learning-and-geometric-fitting/)
- [Lightweight Residual Multi-Head Convolution with Channel Attention (ResMHCNN) for End-to-End Classification of Medical Images](https://intellicys.net/publications/lightweight-residual-multi-head-convolution-with-channel-attention-resmhcnn-for-end-to-end-classification-of-medical-images/)
- [LLM-Enhanced Dynamic Spectrum Management for Integrated Non-Terrestrial and Terrestrial Networks: A Multi-Objective Optimization Approach](https://intellicys.net/publications/llm-enhanced-dynamic-spectrum-management-for-integrated-non-terrestrial-and-terrestrial-networks-a-multi-objective-optimization-approach/)
- [Optimizing Age of Information in Energy-Constrained IIoT Networks: A Reinforcement Learning Framework](https://intellicys.net/publications/optimizing-age-of-information-in-energy-constrained-iiot-networks-a-reinforcement-learning-framework/)
- [Toward Spectrum-Efficient 6G: Revolutionizing Beamforming With Vision and Deep Learning](https://intellicys.net/publications/toward-spectrum-efficient-6g-revolutionizing-beamforming-with-vision-and-deep-learning/)

## Events & News

- [ICSL Welcomes Four New Master Students](https://intellicys.net/events/icsl-welcomes-four-new-master-students/): The Intelligent Cyber Systems Lab is pleased to welcome four new Master students: RuiChuang Shen (申瑞闯), ZhiKun Wang (王志坤), XinJie Wu (吴鑫杰) and Hui Xie (谢辉). They join the lab's growing Master cohort and will work on AI-driven Physical Unclonable Function (PUF) security, from PUF modeling for 6G zero-trust networks and PUF-based key generation for
- [IEEE GLOBECOM 2026 "FedLoRA-AE" Paper Presentation](https://intellicys.net/events/ieee-globecom-2026-fedlora-ae-paper-presentation/): ICSL's paper "FedLoRA-AE: Federated End-to-End Physical-Layer Autoencoders with Low-Rank Per-Cell Adapters for 3GPP CDL Profiles," co-authored with Dr. S. Ali Hassan (NUST) and collaborators, will be presented at IEEE GLOBECOM 2026's Selected Areas in Communications: Machine Learning for Communications and Networking (SAC-MLCN) symposium.
- [DLMVS 2026 Prof. Chauhdary Serves as Program Co-Chair](https://intellicys.net/events/dlmvs-2026-prof-chauhdary-serves-as-program-co-chair/): Prof. Sajjad Hussain Chauhdary will serve as a Program Co-Chair for DLMVS 2026 the International Conference on Deep Learning, Machine Vision and Systems alongside co-chairs including Prof. Md Abdus Samad Kamal (Gunma University, Japan).
- [AIAM 2026 Prof. Chauhdary to Chair a Session](https://intellicys.net/events/aiam-2026-prof-chauhdary-to-chair-a-session/): Prof. Sajjad Hussain Chauhdary will serve as Session Chair at the 2026 3rd China–Europe Scientists Forum & 8th International Conference on Artificial Intelligence and Advanced Manufacturing (AIAM 2026), chairing invited talks from Southeast University and East China Normal University.
- [FAIEMA 2026 "LIDS-T" Paper Presentation](https://intellicys.net/events/faiema-2026-lids-t-paper-presentation/): ICSL's paper "LIDS-T: An Explainable Lightweight Transformer-CNN Model for Edge-Based IoT Intrusion Detection," co-authored with Prof. Farrukh Aslam Khan (Alfaisal University) and collaborators, will be presented at FAIEMA 2026 the 4th International Conference on Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications.
- [Prof. Chauhdary joins DLMVS 2026 as Program Co-Chair](https://intellicys.net/events/prof-chauhdary-joins-dlmvs-2026-as-program-co-chair/): ICSL Director Prof. Sajjad Hussain Chauhdary has joined the Program Committee of DLMVS 2026 as a Program Co-Chair, taking place in Hong Kong this November.
- [Prof. Chauhdary confirmed as Session Chair for AIAM 2026](https://intellicys.net/events/prof-chauhdary-confirmed-as-session-chair-for-aiam-2026/): ICSL Director Prof. Sajjad Hussain Chauhdary has been confirmed as a Session Chair for AIAM 2026 in Frankfurt, Germany, this October.
- [Paper accepted at IEEE GLOBECOM 2026](https://intellicys.net/events/paper-accepted-at-ieee-globecom-2026/): "FedLoRA-AE: Federated End-to-End Physical-Layer Autoencoders with Low-Rank Per-Cell Adapters for 3GPP CDL Profiles" accepted for presentation at IEEE GLOBECOM 2026 (SAC-MLCN).
- [Paper accepted at FAIEMA 2026](https://intellicys.net/events/paper-accepted-at-faiema-2026/): "LIDS-T: An Explainable Lightweight Transformer-CNN Model for Edge-Based IoT Intrusion Detection" accepted for presentation and publication at FAIEMA 2026 in L'Aquila, Italy.
- [Paper accepted in IEEE Transactions on Consumer Electronics](https://intellicys.net/events/paper-accepted-in-ieee-transactions-on-consumer-electronics/): "Post-Quantum DAG-based Blockchain for Securing Vehicular Sensor Networks" accepted for publication in IEEE Transactions on Consumer Electronics authored by ICSL Director Prof. Sajjad Hussain Chauhdary as corresponding author (DOI: 10.1109/TCE.2026.3688933).
- [Paper accepted at IWCMC 2026](https://intellicys.net/events/paper-accepted-at-iwcmc-2026/): "Privacy-Preserving Intrusion Detection System Using TabTransformer and XGBoost for IoMT Environments" accepted for presentation at IWCMC 2026 in Shanghai, China authored by Rawish Butt, Noshina Tariq, Farrukh Aslam Khan, Muhammad Abdullah Tariq, Sara Afzal, and Sajjad Hussain Chauhdary.
- [Paper accepted in IEEE Internet of Things Journal](https://intellicys.net/events/paper-accepted-in-ieee-internet-of-things-journal/): "PUF-ILM: A PUF enabled Authentication scheme for Internet of Vehicles using Improved Logical Mapping" accepted for publication authored by ICSL's Prof. Jiang Linhua and TengFei Ma alongside Prof. Shahzad Ashraf Chaudhry, Prof. Farrukh Aslam Khan, and Prof. Ashok Kumar Das.
- [Prof. Linhua Jiang Awarded IETI Membership Medal](https://intellicys.net/events/prof-linhua-jiang-awarded-ieti-membership-medal/): The International Engineering and Technology Institute (IETI) awarded ICSL's Prof. Linhua Jiang its Membership Medal, presented to active and contributing Members/Fellows. Prof. Sajjad Hussain Chauhdary, Prof. Jiang, and Gabriel Yue also discussed future research cooperation in Pakistan.
- [Prof. Chauhdary Receives Outstanding Contribution Award at China–Europe Scientists Forum](https://intellicys.net/events/prof-chauhdary-receives-outstanding-contribution-award-at-china-europe-scientists-forum/): Representing Huzhou University at the 2nd China–Europe Scientists Forum & AIAM 2025 (Heidelberg, Germany, Oct 31–Nov 2, 2025), ICSL Director Prof. Sajjad Hussain Chauhdary delivered a keynote, "From Defense to Danger: Navigating AI's Role in Cybersecurity," and received the forum's Outstanding Contribution Award.
- [Huzhou University Forges PhD Co-Supervision Ties with NUST, Pakistan](https://intellicys.net/events/huzhou-university-forges-phd-co-supervision-ties-with-nust-pakistan/): Prof. Jiang Linhua led a Huzhou University delegation including ICSL Director Prof. Sajjad Hussain Chauhdary to NUST's School of Electrical Engineering & Computer Science (SEECS) and the Pak-Austria Fachhochschule Institute of Applied Sciences and Technology in Pakistan. The visit produced a co-supervision agreement between NUST-SEECS and Huzhou University's School of Information Engineering, with Huzhou University
- [Huzhou University and MATE (Hungary) Explore Deeper Research Cooperation](https://intellicys.net/events/huzhou-university-and-mate-hungary-explore-deeper-research-cooperation/): ICSL Director Prof. Sajjad Hussain Chauhdary took part in a high-level discussion between Huzhou University and the Hungarian University of Agriculture and Life Sciences (MATE) on deepening cooperation in research and innovation development, faculty exchange, discipline construction, talent training, and international exchanges. The discussion, which included a signing ceremony, was led by Huzhou University Vice

## Collaborations

- [National University of Sciences and Technology (NUST), Pakistan](https://intellicys.net/collaborations/national-university-of-sciences-and-technology-nust-pakistan/): Joint research with the Information Processing and Transmission Lab, SEECS; co-supervision agreement for cotutelle PhD students.
- [Alfaisal University](https://intellicys.net/collaborations/alfaisal-university/): Joint research with the College of Engineering & Advanced Computing, Riyadh, Saudi Arabia.
- [Abu Dhabi University (ADU)](https://intellicys.net/collaborations/abu-dhabi-university-adu/): Joint research with the Dept. of Computer Science & IT, College of Engineering, United Arab Emirates.
- [Hungarian University of Agriculture and Life Sciences (MATE)](https://intellicys.net/collaborations/hungarian-university-of-agriculture-and-life-sciences-mate/): Cooperation agreement covering research and innovation development, faculty exchange, discipline construction, talent training, and international exchanges, signed April 2025.

## Categories

- [Uncategorized](https://intellicys.net/category/uncategorized/)

## Research Areas

- [AI Security](https://intellicys.net/research-area/ai-security/)
- [IoT / CPS](https://intellicys.net/research-area/iot-cps/)
- [Blockchain](https://intellicys.net/research-area/blockchain/)
- [Network Security](https://intellicys.net/research-area/network-security/)
- [Applied AI & Vision](https://intellicys.net/research-area/applied-ai-vision/)
- [Wireless & 6G Networks](https://intellicys.net/research-area/wireless-6g/)

## Member Groups

- [Principal Investigator](https://intellicys.net/member-group/pi/)
- [PhD Students (Co-Supervised)](https://intellicys.net/member-group/phd/)
- [Master Students](https://intellicys.net/member-group/master/)
- [Undergraduate Students](https://intellicys.net/member-group/undergrad-alumni/)
- [External Collaborators](https://intellicys.net/member-group/collaborator/)

## Partner Types

- [Academic](https://intellicys.net/partner-type/academic/)