Jiajie Zhang – Systems & Security Group (SSG)

I am a PhD student supervised by Prof. Bingsheng Zhang and Dr. Vasileios Giotsas, and awarded a full scholarship. I am working on AI, cryptography, security and privacy, currently, more specifically on privacy preserving machine learning. I am based in B59, and you can also contact me through email j.zhang41@lancaster.ac.uk. Here is my personal homepage!^^

Research Interests:

Multi Party Computation (MPC), Security and Privacy, Cryptography, Privacy Preserving Machine Learning

Projects:

Blockchain Treasury System with IOHK,
Privacy Preserving Deep Learning with ALIBABA Ant Financial Services Group

Publications:

Fast and Furious: Outrunning Windows Kernel Notification Routines from User-Mode. 2020 DIMVA.

https://link.springer.com/chapter/10.1007/978-3-030-52683-2_4

Recessive Social Networking: Preventing Privacy Leakage against Reverse Image Search. 2019 EuroS&PW.

https://ieeexplore.ieee.org/abstract/document/8802379/

Defending Adversarial Attacks on Cloud-aided Automatic Speech Recognition Systems. 2019 ACM CCSW.

https://dl.acm.org/doi/abs/10.1145/3327962.3331456

Universal Turing Machine and Its Impact on Modern Cryptographic Security Modeling. 2019 CCCF.

https://dl.ccf.org.cn/institude/institudeDetail?id=4494249549547520&_ack=1

Remt: A real-time end-to-end media data transmission mechanism in uav-aided networks. 2018 IEEE Network (IF 7.5)

https://ieeexplore.ieee.org/abstract/document/8337814

An improved deep learning approach for detection of thyroid papillary cancer in ultrasound images. 2018 Scientific reports (IF 4.5)

https://www.nature.com/articles/s41598-018-25005-7

Performance evaluation in color-based image retrieval using artificial bee colony algorithm. 2014 JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE https://www.researchgate.net/publication/276008938_Performance_Evaluation_in_Color-based_Image_Retrieval_Using_Artificial_Bee_Colony_Algorithm

Patents:

Scholarship management method and system based on blockchain technology. Chinese Patent, 2017107141140.9, 2017-8-18
Blockchain structure generation method and transaction verification method for intelligent mobile terminal. Chinese Patent, 201710714142.8, 2017-8-18
Digital copyright traceability system based on blockchain and cloud platform. Chinese Patent, 201710330252.4, 2017-5-11
Digital copyright protection technology system based on blockchain. Chinese Patent, 2017SR536657, 2017-5-29
Application-level dynamic intrusion detection system and detection method based on artificial intelligence. Chinese Patent, 201810666533.1, 2018-06-26
WannaCry ransomware attack mechanism analysis and defending software. Chinese Computer Software Copyright, 2017SR536505, 2017-5-20

Grants:

Research and Application of Security Features of Compressed sensing Technology, National Natural Science Foundation of China. (61702221, Co-Investigator)
Research on Group-Aware Privacy Protection Based on Crowdsourcing, National Natural Science Foundation of China. (61772236, Co-Investigator)
Research on Key Techniques and Application of Brain Controlled Repeated Transcranial Magnetic Stimulation System, National Natural Science Foundation of China.(61773179, Co-Investigator)
Mobile Digital Copyright Protection based on Blockchain, Major science and technology project in Guangdong Province, China. (Co-Investigator)
Research and Application of Artificial Intelligence Adaptive Online Education Methods, The General Program of National Natural Science Foundation of China. (Co-Investigator)
Smart Campus: A New Platform for Student Work Networking, High-level university modeling project in China. (Co-Investigator)

Selected Awards

2017: The First Prize Postgraduate Studentship at Jinan University, China

2016: The First Prize Postgraduate Studentship at Jinan University, China

2014: Honorable Mention, American Mathematical Contest in Modeling (MCM)

2014: National Scholarship, China

2014: Excellent Graduate at Jinan University, China

2013: The Second Prize Scholarship at Jinan University, China

2013: Excellent Student Cadre at Jinan University, China

2012: Head of Outstanding Student Delegation at Jinan University, China

2012: The Second Prize Scholarship at Jinan University, China

2012: Excellent Student Cadre at Jinan University, China

2011: The Second Prize Scholarship at Jinan University, China

2011: Excellent Student Cadre at Jinan University, China

News & Events
IJCNN '24 A. Pellcier et al, UNICAD: A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification. pdf
NFM '24 O. Gunasekera et al, Real Arithmetic in TLAPM. pdf
IEEE TCC S. Manzoor et al, Enabling Multi-Layer Threat Analysis in Dynamic Cloud Environments. pdf
arXiv S. Winter et al, Error Propagation Analysis for Multithreaded Programs: An Empirical Approach. pdf
Springer Open’24 E. Chuah et al, An Empirical Study of Reflection Attacks Using NetFlow Data. pdf
Space Policy’23 V. Varadharajan et al, Security Challenges When Space Merges With Cyberspace. pdf
LANMAN’23 S. Rene et al, Scalable Content-centric Routing for Hybrid ICN. pdf
DAPPS’23 N. Keizer et al, Ditto: Towards Decentralised Similarity Search for Web3 Services. pdf
IMC’23 L. Balduf et al, The Cloud Strikes Back: Investigating the Decentralization of IPFS. pdf
CAMLIS’23 S. Trawicki et al, Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization. pdf
CAMLIS’23 L. Birch et al, Model Leeching: An Extraction Attack Targeting LLMs. pdf
SSCI’23 Y. Li et al, Fuzzy Detectors Against Adversarial Attacks. pdf
IMC’23 S. Kastanakis et al, 20 Years of Inferring Inter-domain Routing Policies. pdf
DASC’23 B. Yuksek et al, Federated Meta Learning for Visual Navigation in GPS-denied Urban Airspace. pdf
NDSS’24 S. Sridhar et al, Content Censorship in the InterPlanetary File System. pdf
MASS’23 Z. Yu et al, RAFL: A Robust and Adaptive Federated Meta-Learning Framework Against Adversaries. pdf
TOPS’23 Y. Lu et al, Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph. pdf
T-ASE’23 Y. Lu et al, Transactive Energy System Deployment over Insecure Communication Links. pdf
IJCNN’23 Y. Li et al, Domain Generalization and Feature Fusion for Cross-domain Imperceptible Adversarial Attack Detection. pdf
CyBok: SSG Prof. Suri defines NCSC’s CyBOK knowledge area on Distributed Systems Security
Prof. Suri to lead LU's ACE-CSE
Security Institute to lead £3M UKRI-TAS research node to examine cybersecurity in autonomous systems.^New
MSN'22 Best Paper Award for Z. Yu et al, PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework
ICNC '23: A. Taha et al, Cloud Security Requirement Based Threat Analysis, to appear.
MSN'22: Z. Yu et al, PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework. pdf
CIDUE/SSCI'22: E. Soares et al, Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks. pdf
ISSRE'22: Y. Chen et al, SlowCoach: Mutating Code to Simulate Performance Bugs. pdf
FGCS'22: M. Bradbury et al, Information Management for Trust Computation on Resource-constrained IoT Devices. pdf
ToSN'22: M. Bradbury et al, Threat Modelling Guided Trust-based Task Offloading for Resource-constrained Internet of Things. pdf
NCA'21: E. Chuah et al, Challenges in Identifying Network Attacks Using Netflow Data. pdf
COSE'21: B. Green et al, PCaaD: Towards automated determination and exploitation of industrial systems. pdf