3 citations · 3 across the 7 of their papers we have counts for
Showing 2026Show all
3 papers · 1 filter
cs.CL2026
Beyond the Text: Verifying That Agent-Written Papers Are Backed by Their Artifacts
Qiuhong Shen, Benlong Wu, Hanjin Liu +2
Large language model agents are increasingly capable of conducting research autonomously, producing research documents alongside the code and experiments that ostensibly support th…
cs.AI2026
Provably Secure Agent Guardrail
Benlong Wu, Weiming Zhang, Kejiang Chen +2
As large language models transition from bounded generative engines to agents with expansive execution privileges, AI going out of control precipitates a fundamental crisis in arti…
cs.CR2026
STEAD: Robust Provably Secure Linguistic Steganography with Diffusion Language Model
Yuang Qi, Na Zhao, Qiyi Yao +4
Recent provably secure linguistic steganography (PSLS) methods rely on mainstream autoregressive language models (ARMs) to address historically challenging tasks, that is, to disgu…