TeleAntiFraud 2.0: A Refreshable, Profile-Grounded, and Audio-Based Benchmark for Telecom Fraud Detection
- 类型：arxiv
- 标识：2609.18748
- 链接：https://arxiv.org/abs/2609.18748
- 主分类：evaluation
- 形态：benchmark
- TLDR：Telecom fraud scripts evolve rapidly and are often designed to resemble routine service conversations, creating two key requirements for audio-based telecom-fraud evaluation. First, benchmarks must incorporate newly observed scam patterns without overwriting previously established test sets. Second, they must distinguish fraud from lawful, near-domain calls rather than relying on topic-separated negative examples. We present TeleAntiFraud 2.0, constructed with our Mixed-Tree Anti-Fraud Generation Pipeline and evaluated under a monthly frozen evaluation protocol. The pipeline transforms online
- 副分类：multimodal
- 待LLM分类：否
- 来源文件：
- /inbox/tom/_candidates/2026-09-21-agent-rag-longcontext-candidates.json