Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,982 papers · 148 categories

Trend · papers per month

0.3%0.5%0.8%0.1% · Aug 201919922001200920172026
1 result for classification-as-a-service

Verifies machine learning service claims to prevent cheating.

problem Fraudulent bypassing of expensive training procedures in CaaS.
method Probabilistic performance metrics, instance seeding, steganography, blackbox adversarial procedure, smart contract-based decentralized system.
result Designs a system to verify and incentivize service proofing and accountability.