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2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

Nov. 1 2023 to Nov. 3 2023

Exeter, United Kingdom

ISBN: 979-8-3503-8199-3

Table of Contents

Title Page IFreely available from IEEE.pp. 1-1
Title Page IIIFreely available from IEEE.pp. 3-3
CopyrightFreely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-58
Message from the TrustCom 2023 General ChairsFreely available from IEEE.pp. 59-59
Message from the TrustCom 2023 Program ChairsFreely available from IEEE.pp. 60-60
Message from the BigDataSE 2023 General ChairsFreely available from IEEE.pp. 61-61
Message from the BigDataSE 2023 Program ChairsFreely available from IEEE.pp. 62-62
Message from the CSE 2023 General ChairsFreely available from IEEE.pp. 63-63
Message from the CSE 2023 Program ChairsFreely available from IEEE.pp. 64-64
Message from the EUC 2023 General ChairsFreely available from IEEE.pp. 65-65
Message from the EUC 2023 Program ChairsFreely available from IEEE.pp. 66-66
Message from the iSCI 2023 General ChairsFreely available from IEEE.pp. 67-67
Message from the iSCI 2023 Program ChairsFreely available from IEEE.pp. 68-68
Message from the IUCC 2023 Steering ChairsFreely available from IEEE.pp. 69-69
Message from the CIT 2023 Steering ChairsFreely available from IEEE.pp. 70-70
Message from the DSCI 2023 Steering ChairsFreely available from IEEE.pp. 71-71
Message from the SmartCNS 2023 Steering ChairsFreely available from IEEE.pp. 72-72
TrustCom 2023 Organizing and Program CommitteesFreely available from IEEE.pp. 73-78
BigDataSE 2023 Organizing and Program CommitteesFreely available from IEEE.pp. 79-80
CSE 2023 Organizing and Program CommitteesFreely available from IEEE.pp. 81-82
EUC 2023 Organizing and Program CommitteesFreely available from IEEE.pp. 83-84
iSCI 2023 Organizing and Program CommitteesFreely available from IEEE.pp. 85-86
Representation-enhanced APT Detection Using Contrastive LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-9
by Fengxi Zhou, Baoming Chang, Yu Wen, Dan Meng
APM: An Attack Path-based Method for APT Attack Detection on Few-Shot LearningFull-text access may be available. Sign in or learn about subscription options.pp. 10-19
by Jiacheng Li, Tong Li, Runzi Zhang, Di Wu, Hao Yue, Zhen Yang
Class-Targeted Poisoning Attacks against DNNsFull-text access may be available. Sign in or learn about subscription options.pp. 20-27
by Jian Chen, Jingyao Wu, Hao Yin, Qiang Li, Wensheng Zhang, Chen Wang
EzBoost: Fast And Secure Vertical Federated Tree Boosting Framework via EzPCFull-text access may be available. Sign in or learn about subscription options.pp. 28-37
by Xinwen Gao, Shaojing Fu, Lin Liu, Yuchuan Luo, Luming Yang
Neighborhood Matching Entity Alignment Model for Vulnerability Knowledge GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 38-45
by Qi Yan, Mohan Li, Yanbin Sun
The Dynamic Paradox: How Layer-skipping DNNs Amplify Cache Side-Channel LeakagesFull-text access may be available. Sign in or learn about subscription options.pp. 46-53
by Jinze She, Wenhao Wang, Zihao Wang
Advanced Machine-Learning Technologies for Coronary Artery Disease Prediction Using Heterogeneous DataFull-text access may be available. Sign in or learn about subscription options.pp. 54-61
by Malak Alqulaity, Po Yang
Learning in the Dark: Privacy-Preserving Machine Learning using Function ApproximationFull-text access may be available. Sign in or learn about subscription options.pp. 62-71
by Tanveer Khan, Antonis Michalas
Undermining License Plate Recognition: A Data Poisoning AttackFull-text access may be available. Sign in or learn about subscription options.pp. 72-78
by Bo Song, Yunpeng Yi, Ting Zhou, Junfeng Yang, Lei Liu
Reducing Model Memorization to Mitigate Membership Inference AttacksFull-text access may be available. Sign in or learn about subscription options.pp. 79-88
by Mehrdad Sheikhjaberi, Dima Alhadidi
Towards Dynamic Backdoor Attacks against LiDAR Semantic Segmentation in Autonomous DrivingFull-text access may be available. Sign in or learn about subscription options.pp. 89-98
by Shuai Li, Yu Wen, Xu Cheng
BadLiDet: A Simple Backdoor Attack against LiDAR Object Detection in Autonomous DrivingFull-text access may be available. Sign in or learn about subscription options.pp. 99-108
by Shuai Li, Yu Wen, Huiying Wang, Xu Cheng
Safety or Not? A Comparative Study for Deep Learning Apps on SmartphonesFull-text access may be available. Sign in or learn about subscription options.pp. 109-116
by Jin Au-Yeung, Shanshan Wang, Yuchen Liu, Zhenxiang Chen
Big Data Assisted Object Detection with Privacy ProtectionFull-text access may be available. Sign in or learn about subscription options.pp. 117-124
by JianLin Zhang, XiaoDing Wang, Hui Lin
FINDER: A Simple and Effective Defender against Unnoticeable Graph Injection AttacksFull-text access may be available. Sign in or learn about subscription options.pp. 125-132
by Linlin Su, Jinyan Wang, Zeming Gan, Xianxian Li
FlowBERT: An Encrypted Traffic Classification Model Based on Transformers Using Flow SequenceFull-text access may be available. Sign in or learn about subscription options.pp. 133-140
by Quanbo Pan, Yang Yu, Hanbing Yan, Maoli Wang, Bingzhi Qi
Fooling Object Detectors in the Physical World with Natural Adversarial CamouflageFull-text access may be available. Sign in or learn about subscription options.pp. 141-148
by Dandan Li, Yufeng Li, Guiqi Zhang, Ke Sun, Jiangtao Li
Too Noisy, or Not Too Noisy? A Private Training in Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 149-156
by Łukasz Krzywiecki, Grzegorz Zaborowski, Marcin Zawada
DFedXGB: An XGB Vertical Federated Learning Framework with Data DesensitizationFull-text access may be available. Sign in or learn about subscription options.pp. 157-164
by Qing Yang, Youliang Tian, Jinbo Xiong
Impact of Aggregation Function Randomization against Model Poisoning in Federated LearningFull-text access may be available. Sign in or learn about subscription options.pp. 165-172
by Seyedsina Nabavirazavi, Rahim Taheri, Mohammad Shojafar, Sundararaja Sitharama Iyengar
FL-TIA: Novel Time Inference Attacks on Federated LearningFull-text access may be available. Sign in or learn about subscription options.pp. 173-180
by Chamara Sandeepa, Bartlomiej Siniarski, Shen Wang, Madhusanka Liyanage
Scalable Federated Learning for Fingerprint Recognition AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 181-188
by Chenzhuo Wang, Yanrong Lu, Athanasios V. Vasilakos
FedRSM: Representational-Similarity-Based Secured Model Uploading for Federated LearningFull-text access may be available. Sign in or learn about subscription options.pp. 189-196
by Gengxiang Chen, Sheng Liu, Xu Yang, Tao Wang, Linlin You, Feng Xia
Defending against Adversarial Attacks in Federated Learning on Metric Learning ModelFull-text access may be available. Sign in or learn about subscription options.pp. 197-206
by Zhipin Gu, Jiangyong Shi, Yuexiang Yang, Liangzhong He
Crowdsourcing-based Model Testing in Federated LearningFull-text access may be available. Sign in or learn about subscription options.pp. 207-213
by Yunpeng Yi, Hongtao Lv, Tie Luo, Junfeng Yang, Lei Liu, Lizhen Cui
HDFL: Private and Robust Federated Learning using Hyperdimensional ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 214-221
by Harsh Kasyap, Somanath Tripathy, Mauro Conti
Byzantine-Robust Federated Learning through Dynamic ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 222-230
by Hanyu Wang, Liming Wang, Hongjia Li
FedDLM: A Fine-Grained Assessment Scheme for Risk of Sensitive Information Leakage in Federated Learning-based Android Malware ClassifierFull-text access may be available. Sign in or learn about subscription options.pp. 231-240
by Changnan Jiang, Chunhe Xia, Chen Chen, Huacheng Li, Tianbo Wang, Xiaojian Li
HyperChain: A Dynamic State Sharding Protocol Supporting Smart Contracts to Achieve Low Cross-Shard and ScalabilityFull-text access may be available. Sign in or learn about subscription options.pp. 241-248
by Hengyu Pan, Cheng Qu, Haowen Zhang, Shuo Wang, Jing Li
Efficient Covert Communication Scheme Based on EthereumFull-text access may be available. Sign in or learn about subscription options.pp. 249-256
by Yuanyuan Li, Wei Chen, Xin Huang, Peng Han, Shenhai Zheng, Zhiqin Zhu
Two-Stage Smart Contract Vulnerability Detection Combining Semantic Features and Graph FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 257-264
by Zhenkun Luo, Shuhong Chen, Guojun Wang, Hanjun Li
TI-DNS: A Trusted and Incentive DNS Resolution Architecture based on BlockchainFull-text access may be available. Sign in or learn about subscription options.pp. 265-274
by Yufan Fu, Jiuqi Wei, Ying Li, Botao Peng, Xiaodong Li
Felix: A Model of Detecting Off-chain Abnormal States in Decentralized ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 275-283
by Lianhai Wang, Qihao Huang, Wei Shao, Jinpeng Wang, Xiaoqian Liu, Fansheng Wang
Opcode Sequences-Based Smart Contract Vulnerabilities Detection Using Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 284-291
by Jinyao Zhu, Xiaofei Xing, Guojun Wang, Peiqiang Li
A Commitment and Ring Signature based Scheme for Amount and Identity Privacy Protection in BlockchainFull-text access may be available. Sign in or learn about subscription options.pp. 292-299
by Shiyong Huang, Haocong Li, Ruoting Xiong, Wei Ren, Jie He, Yi Ren
IHFBF: A High-Performance Blockchain Framework for Improving Hyperledger Fabric Permissioned ChainFull-text access may be available. Sign in or learn about subscription options.pp. 300-306
by Min Xu, Xiaoding Wang, Hui Lin
Rethinking Practical Blockchain-Based Symmetric Searchable Encryption ServicesFull-text access may be available. Sign in or learn about subscription options.pp. 307-317
by Jun Zhao, Jiangshan Yu, Xingliang Yuan, Joseph K. Liu, Cong Zuo
A Secure Contactless Payment System with Bidirectional Blockchain and Blake Hash FunctionFull-text access may be available. Sign in or learn about subscription options.pp. 318-325
by Bhaskar Rongali, Satyajit Mohapatra, Sanjeet Kumar Nayak
PrivOff: Secure and Privacy-Preserving Data Management for Distributed Off-Chain NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 326-333
by Htet Htet Hlaing, Hitoshi Asaeda
ChainPass: A Privacy-preserving Complete Cross-chain Authentication for Consortium BlockchainsFull-text access may be available. Sign in or learn about subscription options.pp. 334-341
by Yuwei Xu, Ying Zhang, Haonan Shi, Jie Cao
VMR-Tree: Efficient and Verifiable Location-based kNN Queries on BlockchainFull-text access may be available. Sign in or learn about subscription options.pp. 342-351
by Yiping Teng, Lei Liu, Jiawei Qi, Haochun Pan, Chunlong Fan
UNITE: Privacy-Aware Verifiable Quality Assessment via Federated Learning in Blockchain-Empowered CrowdsourcingFull-text access may be available. Sign in or learn about subscription options.pp. 352-360
by Liangen He, Haiqin Wu, Liang Li, Jucai Yang
FedJudge: Blockchain-based full-lifecycle trustworthy federated learning incentive mechanismFull-text access may be available. Sign in or learn about subscription options.pp. 361-368
by Jiuzheng Wang, Ruilin Zhang, Xinyi Li, Hao Yin
HiSec: Towards Cyber Threat Correlation and Discovery Based on Hierarchical Graph Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 369-378
by Liwen Xu, Xiang Lin, Jianhua Li, Min Bai, Liejun Wang
Protecting IoT Servers Against Flood Attacks with the Quasi Deterministic Transmission PolicyFull-text access may be available. Sign in or learn about subscription options.pp. 379-386
by Erol Gelenbe, Mohammed Nasereddin
Lightweight Hierarchical Deterministic Wallet Supporting Stealth Address for IoTFull-text access may be available. Sign in or learn about subscription options.pp. 387-393
by Chenghe Dong, Jianhong Zhang, Zongyi Lv, Ruxuan Zhang
Investigating Fraud and Misconduct in Legitimate Internet Economy based on Customer ComplaintsFull-text access may be available. Sign in or learn about subscription options.pp. 394-403
by Wenrui Ma, Ying Cong, Haitao Xu, Fan Zhang, Zhao Li, Siqi Ren
Detecting BGP Anomalies based on Spatio-Temporal Feature Representation Model for Autonomous SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 404-411
by Zimian Liu, Han Qiu, Rui Wang, Junhu Zhu, Qingxian Wang
Do NoT Open (DOT): A Unified Generic and Specialized Models for Detecting Malicious Email AttachmentsFull-text access may be available. Sign in or learn about subscription options.pp. 412-421
by Vinay Sachidananda, Sivaanandh Muneeswaran, Liu Yang, Kwok-Yan Lam
GuiDiv: Mitigating Code-reuse Attack in an IoT Cluster Using Guided Control Flow DiversificationFull-text access may be available. Sign in or learn about subscription options.pp. 422-433
by Yuanpei Li, Qinglei Zhou, Bin Li, Yan Zhuang
Enhancing Security in Industrial IoT: A Taxonomy-driven Approach to Risk AssessmentFull-text access may be available. Sign in or learn about subscription options.pp. 434-443
by Muna Al-Hawawreh, Robin Doss
Measuring DNS-over-Encryption Performance Over IPv6Full-text access may be available. Sign in or learn about subscription options.pp. 444-451
by Liang Jiao, Yujia Zhu, Baiyang Li, Qingyun Liu
HackMentor: Fine-Tuning Large Language Models for CybersecurityFull-text access may be available. Sign in or learn about subscription options.pp. 452-461
by Jie Zhang, Hui Wen, Liting Deng, Mingfeng Xin, Zhi Li, Lun Li, Hongsong Zhu, Limin Sun
Extracting Length Field of Unknown Binary Network Protocol from Static TraceFull-text access may be available. Sign in or learn about subscription options.pp. 462-469
by Xiuwen Sun, Zhihao Wu, Jing Lin, Pengfei Fu, Jie Cui, Hong Zhong
On ECG Signal Classification: An NAS-empowered Semantic Communication SystemFull-text access may be available. Sign in or learn about subscription options.pp. 470-476
by Huanlai Xing, Huaming Ma, Zhiwen Xiao, Xinhan Wang, Bowen Zhao, Shouxi Luo, Li Feng, Lexi Xu
Parallel Pattern Matching over Brotli Compressed Network TrafficFull-text access may be available. Sign in or learn about subscription options.pp. 477-484
by Xiuwen Sun, Guangzheng Zhang, Di Wu, Qingying Yu, Jie Cui, Hong Zhong
Detecting DDoS Attacks on the Network Edge: An Information-Theoretic Correlation AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 485-494
by Ryosuke Araki, Kshira Sagar Sahoo, Yuzo Taenaka, Youki Kadobayashi, Erik Elmroth, Monowar Bhuyan
RCA-IDS: A Novel Real-time Cloud-based Adversarial IDS for Connected VehiclesFull-text access may be available. Sign in or learn about subscription options.pp. 495-503
by Zahra Pooranian, Mohammad Shojafar, Pedram Asef, Matthew Robinson, Harry Lees, Mark Longden
Cerberus: Efficient OSPS Traffic Identification through Multi-Task LearningFull-text access may be available. Sign in or learn about subscription options.pp. 504-511
by Yuwei Xu, Xiaotian Fang, Jie Cao, Rou Yu, Kehui Song, Guang Cheng
Topology construction method of anti-tracking network based on cross-domain decentralized gravity modelFull-text access may be available. Sign in or learn about subscription options.pp. 512-521
by Zhefeng Nan, Qian Qiang, Tianning Zang, Changbo Tian, Shuyuan Zhao, Shuhe Liu
Push It Real Good: Towards Behavioral Access Control using the Door Handle Push-Down-Phase OnlyFull-text access may be available. Sign in or learn about subscription options.pp. 522-530
by Eric Klieme, Ben-Noah Engelhaupt, Vincent Xeno Rahn, Christoph Meinel
FineCTI: A Framework for Mining Fine-grained Cyber Threat Information from Twitter Using NER ModelFull-text access may be available. Sign in or learn about subscription options.pp. 531-538
by Chunyan Ma, Jun Jiang, Kai Zhang, Zhengwei Jiang, Peian Yang, Xuren Wang, Huamin Feng
SSdetector: Secure and Manageable Host-based IDS with SGX and SMMFull-text access may be available. Sign in or learn about subscription options.pp. 539-548
by Yoshimichi Koga, Kenichi Kourai
A First Look at Digital Rights Management Systems for Secure Mobile Content DeliveryFull-text access may be available. Sign in or learn about subscription options.pp. 549-558
by Amir Rafi, Carlton Shepherd, Konstantinos Markantonakis
Towards Understanding Checkpointing in Transiently Powered IoT NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 559-568
by Jawaher Alharbi, Adam Chester, Arshad Jhumka
PANGA: Attention-based Principal Neighborhood Aggregation for Forecasting Future Cyber AttacksFull-text access may be available. Sign in or learn about subscription options.pp. 569-576
by Alok Kumar Trivedi, Priyanka Bagade
SRBR: Anti-selfish Routing Based on Social Similarity and Reputation Using Fuzzy LogicFull-text access may be available. Sign in or learn about subscription options.pp. 577-584
by Haoxiang Wang, Yu’Ang Zhang, Yujie Song, Yue Cao, Chee Yen Leow, Shihan Bao
Reinforcement Learning Based Neighbour Selection for VANET with Adaptive Trust ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 585-594
by Orvila Sarker, Hong Shen, M. Ali Babar
Unified Identification of Anomalies on the Edge: A Hybrid Sequential PGM ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 595-604
by Javad Forough, Monowar Bhuyan, Erik Elmroth
Grading and Calculation of Synchronic Distance in Petri Nets for Trustworthy Modeling and analyzingFull-text access may be available. Sign in or learn about subscription options.pp. 605-611
by Yumeng Cheng, Wangyang Yu, Xiaojun Zhai, Fei Hao, Yuan Liu
Temporal-Aware Lightweight Visual Tracking Method for Dynamic Traffic ScenesFull-text access may be available. Sign in or learn about subscription options.pp. 612-619
by Xuming Cen, Nan Hu, Haozhe Wang, Shiyi Liu
Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility StudyFull-text access may be available. Sign in or learn about subscription options.pp. 620-627
by Hamdi Friji, Ioannis Mavromatis, Adrian Sanchez-Mompo, Pietro Carnelli, Alexis Olivereau, Aftab Khan
Insider Threat Detection Based On Heterogeneous Graph Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 628-635
by Tian Tian, Yiru Gong, Bo Jiang, Junrong Liu, Huamin Feng, Zhigang Lu
Inter-slice Correlation Weighted Fusion for Universal Lesion DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 636-643
by Muwei Jian, Yue Jin, Rui Wang, Xiaoguang Li, Hui Yu
Anomaly Detection in Dynamic Networks through Edge-Tight Structure EmbeddingFull-text access may be available. Sign in or learn about subscription options.pp. 644-651
by Liming Wang, Jiaxing Fan, Fengzhe Zhong, Yan Liu, Jinyang Liu
A DGA Domain Name Detection Method Based on Two-Stage Feature ReinforcementFull-text access may be available. Sign in or learn about subscription options.pp. 652-659
by Hongyu Yang, Tao Zhang, Ze Hu, Liang Zhang, Xiang Cheng
High-knowledge shilling attack detection method based on genetic co-forestFull-text access may be available. Sign in or learn about subscription options.pp. 660-667
by Lingvue Su, Yongli Wang
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