Program
Location: TBA
Paper presentation slots are 20 minutes including Q&A. Authors are requested to prepare their presentations accordingly.
Thursday 3 July
| KST |
|
| 08:30 |
Welcome |
| 08:40 |
Keynote: Security and Privacy of Integrated Sensing and Communication Systems
Kai Zeng, George Mason University
|
| 09:40 |
Break (30 min) |
| 10:10 |
Session 1 (Chair: TBA)
ML based attack and detection |
-
ReaperPulse: A Targeted Energy-Efficient Control Channel Jamming in 5G
Mahmudul Hassan Ashik, Moinul Hossain (George Mason University)
-
AttentionGuard: Transformer-based Misbehavior Detection for Secure Vehicular Platoons
Hexu Li, Konstantinos Kalogiannis, Ahmed Hussain, Panos Papadimitratos (KTH Royal Institute of Technology)
-
Leveraging LLM to Strengthen ML-Based Cross-Site Scripting Detection
Dennis Miczek, Divyesh Gabbireddy, Suman Saha (Pennsylvania State University)
-
The Dual Role of Large Language Models in Network Security: Survey and Research Trends
Haiyun Liu, Jiahao Xue, Yao Liu, Zhuo Lu (University of South Florida), Shangqing Zhao (University of Oklahoma)
|
| 11:50 |
Lunch Break (90 min) |
| 12:20 |
Invited Talk: From Signals to Strategy: DoD Perspectives on Machine Learning in Wireless and Spectrum Security
Sastry Kompella, Nexcepta, Inc.
|
| 13:20 |
Break (30 min) |
| 13:50 |
Session 2 (Chair: TBA)
Federated Learning and Reinforcement Learning |
-
Distributed Federated Learning for Vehicular Network Security: Anomaly Detection Benefits and Multi-Domain Attack Threats
Utku Demir, Yalin E. Sagduyu, Tugba Erpek, Hossein Jafari, Sastry Kompella (Nexcepta, Inc.), Mengran Xue (Raytheon BBN Technologies)
-
Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning
MD Nahid Hasan Shuvo, Moinul Hossain (George Mason University)
-
MuJam-RIS: A DRL Approach for Selective Multi-User Jamming Powered by RIS and Spatial-CSI
Subham Sabud, Suman Banerjee, Feng Ye (University of Wisconsin-Madison), Haijian Sun (University of Georgia)
-
Vulnerabilities Caused by Metric-based Policies in Reinforcement Learning Based Covert Communication Under Steering Attack
Alyse Jones (Virginia Tech National Security Institute), Maice Costa (Nexcepta)
|
