2 papers
cs.CR2026
Beyond Tokens: NumAnchor for Address-Grounded Numeric Operand Representation in Assembly Language Models
Kun Liu, Keith Mitchell, Xin Hu +5
Assembly language models (ALMs) are becoming important for automated binary analysis, yet their token-level interfaces often obscure numeric-like operands. In two corpora, such ope…
cs.LG2025
Diffusion Guided Adversarial State Perturbations in Reinforcement Learning
Xiaolin Sun, Feidi Liu, Zhengming Ding +1
Reinforcement learning (RL) systems, while achieving remarkable success across various domains, are vulnerable to adversarial attacks. This is especially a concern in vision-based…