Zero-day exploit (ZDE) attacks are among the most severe threats to critical infrastructures such as cloud computing, industrial control, smart grids, and connected vehicles, owing to their unknown, stealthy, and highly destructive nature. Traditional signature- and rule-based intrusion detection is largely ineffective...
Xian-Jun Yang, Zheng Zhao, Li-Peng Wang et al.· Journal of King Saud Univers...· 0 citations
Agent skills are portable packages of instructions and resources an agent consults at deployment. Self-evolving them fails in two ways today. First, skills evolved from scratch underperform human-curated ones and, on a weak model, using no skill at all. Second, an evolution-time pass records one lucky trajectory that a...
Jia-Le Liu, Pin-Ze Ren, Yu Xia et al.· 0 citations
This work provides a feasible technical pathway and reproducible evaluation benchmark for the collaborative deployment of lightweight LLM planner, sub-goal guidance, sensor observations, cooperative reward, and reward shaping components and quantifies the indispensability of the LLM planner.
Yuting Cao, Zheng Zhao, Jiekai Wu et al.· Journal of King Saud Univers...· 0 citations
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