Texas A&M 研究人员提出 5G CATS 系统打击 AI 芯片走私
Hardware-Based Location Checks Target AI Chip Smuggling (Texas A&M)
Texas A&M 大学研究人员发布论文提出 5G CATS 位置认证系统,用于在部署后验证 AI 加速器芯片的所在位置,打击走私。该系统在 GPU 封装内集成 5G 射频、密码引擎和硬件互锁,配合 5G URLLC 基站,将 99.9 分位往返时间抖动收窄至 2.60 ms,比默认 5G 窄十倍以上。
Researchers at Texas A&M University published “5G CATS: 5G-Based Cryptographic Authorization Against Trafficking of Semiconductor Devices.”
Abstract:
“Enforcing export controls on AI accelerators requires verifying where a chip operates after deployment. Round-trip time measurements can bound a chip’s distance from a trusted landmark, but any jitter in honest replies forces the verifier to loosen its timeout, giving an attacker slack to relay traffic over fiber from a restricted region. Prior approaches either cross the untrusted host stack or rely on noisy power-line channels that inflate this slack. We present 5G CATS, a location certification system that pairs a co-packaged 5G radio, cryptographic engine, and hardware interlock on the GPU package with 5G Ultra-Reliable Low-Latency Communication (URLLC) base stations. Terminating the radio link inside the package removes the host software, PCIe fabric, and baseboard management controller from the verification path. We map an authenticated challenge-response protocol onto 5G’s slot structure, replace permanent key erasure with short-lived execution leases, and specify a cross-check of the chip’s reported serving cell against the carrier’s own attachment records. In ns-3 and 5G-LENA simulations of an unloaded cell, our URLLC-based radio profile narrows the 99.9th percentile round-trip spread to 2.60 ms, more than ten times narrower than default 5G. A tracer rejects every round of a fiber relay from 300 km, against 2,000 km for default 5G. Against a 3,000 km attacker, a tracer stays safe at up to 1,410 km from the chip, against at most 619 km for PowerCATS’s published model, while default 5G is never safe.”
Find the technical paper here. November 2026
Rajaraman, Sreevikram, Derek Ladd, Nicholas Heinrich-Barna, Srinivas Shakkottai, and Jeyavijayan Rajendran. “5G CATS: 5G-Based Cryptographic Authorization Against Trafficking of Semiconductor Devices.” arXiv preprint arXiv:2611.13437 (2026).
来源: Semiconductor Engineering 芯片与封装 · semiengineering.com