Program

IEEE CSCloud 2025

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CSCloud 1:

• Izuru Aki, Koki Watarai, Satoshi Okada and Takuho Mitsunaga, Provenance-Based CTI Analysis with Knowledge Graph and RAG (KGRAG).
• James Kimwomi, Hybrid Framework for Securing Machine to Machine Devices in Internet of things (IOT).
• Christopher Hainzl and Sourav Dutta, Dynamic Feature Clustering for Anomaly Detection in Streaming Cybersecurity Data.
• Victor Julio, Ben Huang and Joel Coffman, A Longitudinal Security Analysis of Cloud Control Interfaces

CSCloud 2:

• Jason Thomas and Ben Frehner, Leveraging AVX Registers for Enhanced Encryption Security: The SecureKey Approach.
• Chieh Tsai and Salim Hariri, Intelligent Obstacle Resilience in Autonomous Vehicles Under Security Threats.
• Manas Singh, Noor Ahmed and Koushik Ravikumar, ML-Aided Autonomous Cloud Platform Service Management Framework.
• Srikanta Datta Prasad Tumkur Narahari Datta, Jay Iyer, Mahima Ganapati Pushpa and Vinoth Ganesh Umamageswari Asokan, Explainable Multi-Modal Hybrid Framework for Cross-Domain Cyber-Physical Systems Security.

CSCloud 3:

• Murat Kubilay and Sergey Shcherbakov. KubeTrust: A Model for Automated Certificate Trust Management in Kubernetes.
• Joseph Reschelle Imbien and Raju Shrestha, Adaptive Hybrid GA-TS: Multi-Objective Task Scheduling for Enhanced Edge-Cloud Efficiency.
• Md Anisur Rahman Chowdhury, Hoang Nam Dang, Dr. Ronny Bazan-Antequera, Md. Sayham Khan, Md Razaul Karim and Dr. Sheheeda Manakkadu, Towards a Serverless Intelligent Firewall: AI-Driven Security, and Zero-Trust Architectures.
• Md Faisal Ahmed, Zhuangdi Zhu and Zhengdao Wang, Class-Granular Attacks and Robust Defense in Federated Learning.

CSCloud 4:

• Ayush Bhardwaj and Sasha Fomina, Probably Correct: Rethinking Formal Verification for LLM-Driven Systems.
• Salam Tabet, Kareem Bouakl, Zaynab Al Haj, Ayman Kayssi, Tim Allsopp and Imad Elhajj, Privacy Through the Looking Glass: Diminished Reality to Enhance Privacy Beyond Reflective Leaks.
• Harika Rama Tulasi Karatapu and Vishal Gudhka, Secure and Scalable AI Pipelines for Network Automation in Highly Regulated SaaS Environments.
• Xin Zhang and Yuqi Song, A Dual-Branch CNN for Robust Detection of AI-Generated Facial Forgeries.
• Sri Tejaswi Gattupalli, Rakshitha Mahesh Kumar and Bhavya Paliwal， Self-healing application architecture for cloud-based environments

CSCloud 5:

• Koushik Ravikumar, Manas Singh and Noor Ahmed, ML-DaaS: An Integrated ML Training and Deployment Framework for Hybrid Cloud.
• Mingrui Yin, Sohom Sen, Yongjie Guan, Hou Xueyu, Tao Han and Nirwan Ansari, Edge–Cloud Collaborative Privacy-Preserving Motion-Based Authentication for XR Systems.
• Chun Jie Chong, Chenxi Hou, Zhihao Yao and Seyed Mohammadjavad Seyed Talebi, Casper: Prompt Sanitization for Protecting User Privacy in Web-Based Large Language Models.
• Yujung Hwang, Furkan Kurt and Abdulhamit Subasi, Graph-Structured Learning for Cyber Intrusion Detection in Electric Vehicle Charging Systems.
• Alok Tibrewala,N HEAPE: A Novel Hybrid Adaptive Embedding Engine Architecture for Cybersecurity and Anomaly Detection in Cloud Logs using Java and LangChain4J.

CSCloud 6:

• Leela Krishna Yenigalla, Ensuring Fair Credit Access with Algorithmic Transparency.
• Ibrahim Mejri and Sara Sutton, Leveraging LLMs for Detecting Security Threats in Virtual Network Functions.
• Takayuki Kushida, Scheduling and Transaction Management of Control Commands for Logical Actuator on Logical IoT Cloud.
• Praveen Kumar Sayani, Evaluating Functional Package Management and Containerization for Scalable Software Development and Deployment: A Comparative Study.
• Sara Sutton, Fahim Morshed and Trevor Ouma，Threat Modeling and LLM-Based Anomaly Detection for Fog Computing Service Function Chains
• Mohammad Shafiqul Islam, Sara Sutton and Rahat Ibn Rafiq，Generating Context-Aware Cyberbullying Dialogues: A Structured LLM-Based Dataset

CSCloud 7:

• Tianming Zheng, Hua Li, Shu Meng, Haitao Xu, Zhao Li and Shichang Hu, An Empirical Study of Google's Advertising Ecosystem: From User Profiling to Ad Targeting.
• Moran Xu, Aman Garg, Felix Scheffler, Shiqi Xu, Faguo Yang, Matthew Andrew and Andriy Andreyev, Scalable Cloud Architecture for Computational Microscopy: A Microservices Approach with Dynamic Resource Management.
• Colum Chen and Michael Huang, Latency-Aware Mechanism for Deep Learning-Based Network Intrusion Detection.
• Heye Wu, Jing Yu, Kexin Wang, Yihang Wei, Qianhang Niu, Yijun Cong and Keke Gai, Deep Learning-based Image Deblurring: A Survey

CSCloud 8:

• Shaolong Tang, Peng Jiang and Liehuang Zhu, Real-Time Traffic Detection for Lightweight Blockchain.
• Zhongyan Chai, Zhongjun Wang, Weiwei Li, Yang Yang, Dazhong Wu and Fengbo Wu, MGA-KGF: A Multi-Granularity Adaptive Knowledge Graph Fusion Framework for Heterogeneous Multi-Source Smart Grid Data.
• Hanqing Zhang, Jing Yu, Zhipeng Ru, Yihang Wei, Jiaoyang Su, Lizhi Zhao and Keke Gai, A Survey on Image Immunization Techniques.
• Hanhua Hu and Sherrie Buchner, SmartCom: Rowing in Sync: A Data-Driven Model to Uncover Synchronization Gaps in Team Performance.

CSCloud 9:

• Chuangchuang Dai, Guangkuo Cao, Yucheng Li, Qiang Zhao, Dong Xu, Baoqing Wang and Lei Guan, Application Research and Trend Analysis of the Industrial Internet Identification and Resolution System.
• Yulin Gu, Shijie Li, Fengbo Wu, Dazhong Wu, Qing Cao, Xin Chen, Jiazhong Zhang and Yiwei Lou, Multi-modal Image Fusion with State Space Mamba Networks.
• Yifan Xiao, Zhongjun Wang, Tiantian Yan, Weiwei Li, Dazhong Wu, Jie Ma and Qing Cao, Time Series Anomaly Detection: A Hybrid Deep Learning Framework with Adaptive Thresholding for Electricity Industry Data.
• Shuning Sun, Xiaojie Xu, Jianghao Chen, Mengyao Zhao, Huijun Zhang and Xiaofeng Chen, AstraMPC: Asynchronous Data-Driven Framework for Multi-Party Secure Computation.

CSCloud 10:

• Xiangfei Lou, Xiaofeng Chen, Yijian Zhang, Xiaojie Xu, Wenfei Ge and Huijun Zhang, EG-DAG: Efficient Federated Learning Framework Based on Guided Directed Acyclic Graph.
• Xiaojie Xu, Xiaofeng Chen, Xiangfei Lou, Ziling Liu, Yijian Zhang and Huijun Zhang, Real-Time Self-Adaptive SMPC for Non-IID Vehicular Data in Intelligent Transportation Systems.
• Chunqiang Zhu, Jing Wang and Wei Quan, DEL: A Fine-Grained Power Consumption Estimation Model Integrating Deep \& Cross Network with LSTM.

CSCloud 11:

• Jing Wang, Chunqiang Zhu, Kaihang Zhao and Wei Quan, A Spatio-temporal Correlation Data Model for Improving Panoramic Monitoring Performance within Source-Grid-Load-Storage Systems.
• Xiaodong Zheng, Jingyu Yan, Wei Zhu and Chengye Li, Cross-Modal Physiological Sound Recognition in Smart Healthcare Scenarios: Dataset Construction for Real Time Monitoring and Deep Learning Classification Methods.
• Dakshnamoorthy Manivannan, Explainable AI-Enabled Intrusion Detection Systems for Computer Networks.
• Dakshnamoorthy Manivannan, Data Deduplication Techniques: Advantages, Disadvantages, Open Issues, and Future Directions.

CSCloud 12:

• Sachin Singh, Advancing Network Security in 5G: Leveraging the 5G-NIDD Dataset for Intrusion Detection and Mitigation.
• Wenfei Ge, Xiaofeng Chen, Jianghao Chen, Xiangfei Lou, Xiaojie Xu and Huijun Zhang, NebulaX: Scalable Cross-Chain Interoperability via zk-SNARK Aggregation and Dynamic Incentives.
• Yusi Cheng, Jie Sun, Bo Li and Qihao Lu, Model-free Zero Trust Defense Method based on Recurrent Actor-Critic Framework.

CSCloud Special Track 1 :

• Cheng-Tai Huang, Wei-Ru Chen and Shen-Ning Tung, Hybrid DRL and Market Regime Identification for Optimal Uniswap V3 Liquidity Provision.
• Xianling Mu, Joe Ternasky, Fuat Alican, Rick Chen and Yigit Ihlamur, Policy Induction: Predicting Startup Success via Explainable, Memory-Augmented In-Context Learning.
• Ch Hamza Akbar, Multi-Agent Deep Reinforcement Optimization for Bitcoin Trading.
• Laiba Rana, Ahmed Amin, Huma Ameer and Seemab Latif, FinVerse Agent: Resource-Efficient Financial LLMs with Modular LoRA Fine-Tuning and Task Routing.
• Tong Su, Bingye Liu, Kaiyuan Yang and Zifan Dong, FinGPT: Agent for Real-World Financial Analytics: Cross-Domain Enhancement with FinLoRA.

CSCloud Special Track 2 :

• Benoît-Marie Robaglia，DeFi Liquidity Provisioning with Reinforcement Learning and Dynamic Feature Selection
• Bojun Liu, Keyi Wang and Xiao-Yang Liu, FinRL-DT: Financial Reinforcement Learning Using Decision Transformers.
• Jack Preuveneers and Yigit Ihlamur, Reasoned Rule Mining: Precision-Optimised Weighted LogProb Classification.
• Satish Chandra and Balakrishna G, FinGPT Agents: Reinforcement-Fine-Tuned LLMs for Financial Analytics.
• Taimoor Ahmed, Nikhar Azhar, Sahar Arshad and Mehwish Fatima, FinAI-Trader: Sentiment-Enhanced Reinforcement Learning for Bitcoin Trading in the FinAI Contest 2025 Task 1

CSCloud Special Track 3 :

• Ming Zhu and Zhiqiang Pu, Parallel Environments for Traveling Salesman Problems Using Reinforcement Learning.
• Shaohua Hu, Ming Zhu and Zhiqiang Pu, Parallel Environments for Graph Maxcut Using Reinforcement Learning.
• Ming Zhu and Zhiqiang Pu, Parallel Environments for Combinatorial Optimization Problems Using Reinforcement Learning.