HotSoS 2026 Poster Directory
# Poster Title Presenter
1 Stratified Generative Pipeline for Training Generalizable Deep Reinforcement Learning Cyber Agents Bahirah Adewunmi 
(UMBC)
2 COG-IMMUNE Toward a Cognitive Immune System for Large Language Models Sylvester Kaczmarek 
(Imperial College London)
3 Gated Cross-Attention Matcher for Aligning Course with Relevant KUs Aashish Pandey 
(University of North Texas)
4 Privacy-Preserving LoRA Fine-Tuning and Inference of Large Language Models on Network Traffic Data Using Homomorphic Encryption Raushan Kumar Pandit 
(University of North Texas)
5 Towards Practical Edge Security: Energy-Efficient RF Anomaly Detection on the NVIDIA Jetson Orin Nano Nicholas Redmond 
(University of Memphis)
6 Systemic Risk Modeling of United States In-Person Voting: Threat Analysis of Precinct Count Optical Scanners Natalie Scala 
(Towson University)
7 Mobility From Motion: Constrained Deepfake Video Sirisha Talapuru 
(University of North Texas)
8 Darknet Anomaly Detection in Internet Access Using Machine Learning: A Big Data Analytics Examination Mason Turner 
(University of Michigan)
9 Security of Biomedical Large Language Models: Threats, Defenses, and Open Challenges Zahid Hassan Tushar 
(UMBC)