09:00-10:30 Session PSBD1 (ONLINE)

                      Chair: Mohamed Elmahallawy - Room: Online

09:00-09:20 Decentralized Trust for Space AI: Blockchain-Based Federated Learning Across Multi-Vendor LEO Satellite Networks

                     Mohamed Elmahallawy and Asma Akbarfam

                     Zoom link: https://wsu.zoom.us/j/98395747823

09:20-09:40 Guarding the Middle: Protecting Intermediate Representations in Federated Split Learning

                     Obaidullah Zaland, Sajib Mistry, and Monowar Bhuyan

                     Zoom link: https://wsu.zoom.us/j/92481206047

09:40-10:00 When Summaries Lie: Adversarial Attacks on Abstractive Summarization Models

                     Jiyao Li and Wei Liu

                     Zoom link: https://wsu.zoom.us/j/95761470035

10:00-10:20 Exploiting Meta-Learning-Based Poisoning Attacks for Graph Link Prediction

                     Mingchen Li, Di Zhuang, Keyu Chen, Dumindu Samaraweera, and J. Morris Chang

                     Zoom link: https://wsu.zoom.us/j/91511108658

10:30-11:00 Coffee Break

11:00-12:30 Session PSBD2 (IN PERSON)

                     Chair: Sanjay Madria - Room: Meeting Room 24

11:00-11:20 Investigating National Security Risks in the Metaverse and Big Data Environments

                      Jodhbir Singh, Saeed Ur Rehman, Shafiq Alam, and Alireza Jolfaei

11:20-11:40 BitGNN: Bipartite Tabular Graph Neural Networks for Privacy-Preserving Data Synthesis

                      Hung-Chia Lu and Cheng-Te Li

11:40-12:00 A Distributed Confidential Computing Architecture for Large-Scale Data Processing

                     Yuji Hagiwara and Masato Uehara

12:00-12:20 Mind the Shift: A Study on Transfer Learning and Domain Adaptation in Vehicular Intrusion Detection

                     Jakob Richard Proos, Giuseppe Cascavilla, Cristoffer Leite, and Alfredo Cuzzocrea

12:30-13:30 Lunch Break

14:00-15:30 Session PSBD3 (ONLINE)

                     Chair: Md Abdul Barek - Room: Online

14:00-14:20 Exposing Privacy Vulnerabilities in Federated Learning: A GAN-Based Model Inversion Attack

                      Md Morshedul Islam, Suraj Neupane, Md Jobair Hossain Faruk, Hossain Shahriar, and Alfredo Cuzzocrea

                      Zoom link: https://us04web.zoom.us/j/79160708420

14:20-14:40 Temporal Privacy Drift in Tool-Augmented Large Language Models: A Quantitative Framework for Big Data System Security

                     Shivani Shukla and Himanshu Joshi

                     Zoom link: https://us04web.zoom.us/j/77767234317

14:40-15:00 Phishing Defense: An ML-Based URL Detection System with Real-World Deployment

                       ABM Kamrul Islam Riad, Md Reazul Hassan Rizvi, Abdullah Al Mamun, Shakil Miah, Md Abdul Barek, Yasmeen Rawajfih, Muhammad Umair Khan, Hossain Shahriar, and                                        Alfredo Cuzzocrea

                      Zoom link: https://us04web.zoom.us/j/78325519405

15:00-15:20 Secure Database Sharing in Healthcare: An LLM based HIPAA Compliant Solution for Data Privacy and Security

                      Md Abdul Barek, Md Bajlur Rashid, Kamrul Islam Riad, Md Mostafizur Rahman, Sharmin Yeasmin, Md Jobair Hossain Faruk, Hakki Erhan Sevil, Guillermo Francia, Hossain Shahriar,                       Alfredo Cuzzocrea, Sheikh Iqbal Ahamed, and Coskun Cetinkaya

                      Zoom link: https://us04web.zoom.us/j/73580614630

16:00-16:30 Coffee Break

16:00-17:30 Session PSBD4 (ONLINE)

                     Chair: Philippe Cudre-Mauroux - Room: Online

16:00-16:20 Healthcare Solutions for Noisy Clinical Text: A Federated Privacy-Preserving Approach

                      ABM Kamrul Islam Riad, Abdullah Al Mamun, Salma Akter, Md Abdul Barek, Maliha Zaman Nizum, Guillermo Francia III, Hossain Shahriar, Alfredo Cuzzocrea, and                                                  Sheikh Iqbal Ahamed

                      Zoom link: https://us02web.zoom.us/j/82785616915

16:20-16:40 Explaining Network Intrusion Detection System with SHAP and LIME

                     Md Abdur Rahman, Guillermo Francia III, Hossain Shahriar, Eman El-Sheikh, Alfredo Cuzzocrea, and Sheikh Iqbal Ahamed

                     Zoom link: https://us02web.zoom.us/j/82463669853

16:40-17:00 A Survey on the Role of LLMs in AI-based Software Development: Augmentation and Latent Risks

                     Md Bajlur Rashid, Mohammad Shafayet Jamil Hossain, Mohammad Ishtiaque Khan, Sharaban Tahora, Mahmudul Islam Prakash, Aiasha Siddika, Sharmin Yeasmin,                                                 Alfredo Cuzzocrea, and Hossain Shahriar

                     Zoom link: https://us02web.zoom.us/j/85316317228

17:00-17:20 A Survey of Large Language Models (LLMs) for Cybersecurity: Opportunities and Directions

                     Md Abdur Rahman, Guillermo Francia III, Hossain Shahriar, Alfredo Cuzzocrea, Atef Mohamed, Muhammad Umair Khan, and Sheikh Iqbal Ahamed

                     Zoom link: https://us02web.zoom.us/j/85956592493

09:00-10:30 Session PSBD5 (ONLINE)

                       Chair: Anantaa Kotal - Room: Online

09:00-09:20 Contamination-Aware, Taxonomy-Driven Vulnerability Classification for CPS: Evidence and Insights at Scale

                      Adiba Mahmud, Yasmeen Rawajfih, Hossain Shahriar, and Fan Wu

                     Zoom link: https://utep-edu.zoom.us/j/85147711065

09:20-09:40 ResVul-LLM: A Neurosymbolic Framework Combining Large Language Models and Symbolic Reasoning for C/C++ Vulnerability Analysis

                     Md. Shazzad Hossain Shaon, Mst Shapna Akter, and Alfredo Cuzzocrea

                     Zoom link: https://utep-edu.zoom.us/j/81089999089

09:40-10:00 A Benchmark Dataset for Code-Level Vulnerability Detection and Analysis

                     Tasmin Karim, Mst Shapna Akter, and Alfredo Cuzzocrea

                     Zoom link: https://utep-edu.zoom.us/j/83754386741

10:00-10:20 P³R: Parallel Plugin-based Parameter Efficient Fine-Tuning for Code Understanding through Hierarchical Representation Refinement

                     Md. Fahim Sultan, Mst Shapna Akter, and Alfredo Cuzzocrea

                     Zoom link: https://utep-edu.zoom.us/j/81539997003

10:00-10:30 Coffee Break

11:00-12:30 Session PSBD6 (ONLINE)

                     Chair: Shafiq Alam - Room: Online

11:00-11:20 CodeVul+: A Structure-Aware Framework for Cross-Repository Vulnerability Detection

                      Md Fahim Sultan, Mst Shapna Akter, and Alfredo Cuzzocrea

                      Zoom Link: https://massey.zoom.us/j/89729838336

11:20-11:40 Personalized Federated Learning with Shared Feature Tables

                      Yong Li, YiMing Wang, Han Gao, Shuo Yang, and YongXin Jiang

                      Zoom Link: https://massey.zoom.us/j/84720684245

11:40-12:00 When Privacy Isn’t Synthetic: Hidden Data Leakage in Generative AI Models

                      S M Mustaquim, Anantaa Kotal, and Paul H. Yi

                      Zoom Link: https://massey.zoom.us/j/88936842469

12:00-12:20 A Decentralized Approach to Deepfake Detection Using Blockchain-Based Federated Learning in Forensic Contexts

                     Maryam Taeb, Shonda Bernadin, and Hongmei Chi

                     Zoom Link: https://massey.zoom.us/j/82385933642

12:30 – 13:30 Lunch Break

14:00-14:40 Session PSBD7 (ONLINE)

                     Chair: Lulwah AlKulaib - Room: Online

14:00-14:20 A Prototype-Based Personalized and Fair Federated Graph Learning Algorithm

                      Yong Li, Zhuoran Li, Yiming Zhang, and Gang Liu

                      Zoom Link: https://us05web.zoom.us/j/8813904054

14:20-14:40 Enhancing Privacy and Accuracy in Federated Learning via Local Model Ensemble and Data Shuffling

                      Yong Li, Zhuoran Li, Yiming Zhang, Chenxi Hao, and Gaochao Xu

                      Zoom Link: https://us05web.zoom.us/j/89124177075