2 papers
cs.CR2026
SubstratumGraphEnv: Reinforcement Learning Environment (RLE) for Modeling System Attack Paths
Bahirah Adewunmi, Edward Raff, Sanjay Purushotham
Automating network security analysis, particularly the identification of potential attack paths, presents significant challenges. Due in part to the sequential, interconnected, and…
cs.CV2025
CAM-Seg: A Continuous-valued Embedding Approach for Semantic Image Generation
Masud Ahmed, Zahid Hasan, Syed Arefinul Haque +4
Traditional transformer-based semantic segmentation relies on quantized embeddings. However, our analysis reveals that autoencoder accuracy on segmentation mask using quantized emb…