Dingfan Chen
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Research Timeline
2026
When Efficiency Backfires: Cascading LLMs Trigger Cascade Failure under Adversarial Attack
This paper demonstrates that LLM cascade systems, designed for efficiency, are vulnerable to targeted adversarial attacks that simultaneously degrade both performance and cost-efficiency.
Highlighted terms show continued research focus across papers