A system-design document specifies a "DNS diversion subsystem" built as a DNS53/DoH forwarder that filters queries against a configurable per-domain rule table and, on a match, rewrites the response to point at an operator-designated proxy IP -- with every resolution and rewrite event logged to a separate "reputation supervision subsystem" via dedicated Kafka topics, and an admin API for adding/querying which domains are configured for interception.

Raw structured DNS event logs (dated 2021-08-23) captured from what appears to be a GFW-adjacent DNS monitoring/injection pipeline use a schema purpose-built for DNS response forgery ('CHEAT_TYPE', 'CHEAT_RCODE', 'CHEAT_STRATEGY', 'CHEAT_RR', 'INJECTED_PKT_FILE' fields) alongside per-query geolocation; sampled records show lookups for facebook.com and tiktokv.com originating from residential China Telecom/Unicom/Mobile subscriber IPs in Guangdong, Zhejiang, Anhui and other provinces, resolving against both domestic and foreign (8.8.8.8, OpenDNS) resolvers.

A 2023 MESA Lab monthly report describes the 'TF' project's active-defense work: test cases for serial ('串联') HTTP hijack/tamper and parallel ('并联') DNS race-injection ('DNS抢答'), performance tuning that scaled active-defense capacity from 3 to 5 units, converting two existing TSG boxes to active-defense mode, and rewriting the active-defense flow-control logic to no longer depend on sapp.

An internal measurement-study report documents researchers live-testing the public DPYProxy TLS/SNI record-fragmentation tool against the GFW from inside China, against a control run from a German VPS. On a GFW IP-blocklisted Wikipedia IP, SNI fragmentation of any tested size (1/5/10/20 bytes) still ended in a server-side RST (though 1-5 byte fragments reached ServerHello before RST vs. 10-20 byte fragments RSTing right after ClientHello); on a non-blocklisted IP for the same domain, SNI fragmentation fully bypassed SNI-based blocking and returned a normal HTTP 200 response, matching the Germany baseline. The same report notes that testing Psiphon triggered roughly 5-10 minutes of residual censorship that also blocked other, unrelated circumvention tools from the same vantage point.

The same change document's post-deploy validation step explicitly checks that "spoofed packets and RST packets" are generated normally with no volume anomaly as routine production behavior, and the release separately adds a feature to retain full email body content (not just metadata) on business-user request, running on Kylin Linux Advanced Server V10.

An internal "business log loading interface" spec enumerates the platform's full censorship/surveillance taxonomy as three parallel log streams (管控/blocking, 监测/monitoring, and 一般/general) each covering the same roughly 13 categories -- IP blacklist, DNS spoofing, URL, website, specific-certificate, webpage-keyword, email-keyword, FTP-keyword, search-term, email, VPN, instant-messaging, and social-app -- fed via HTTP POST/Avro to a "front-end big data platform," with source/destination geolocation fields explicitly keyed to a carrier-supplied "疆外" (outside-Xinjiang) IP-location database.

The Transformer_master.h header (part of the Maat/sapp DPI framework, dated 2023-05-04) defines a region-keyed DNS response-forgery subsystem (MSG_OPT_DNS_CHEAT_TYPE/RCODE/STRATEGY/RECORD/TTL, DNS_FAKE_INFO/DNS_FAKE_IP tables, TF_get_dns_response_strategy_id(user_region)) used specifically by the block ("FD") action path, plus a dedicated function to classify whether a detected L7 protocol is a VPN (TF_is_L7_vpn_prot), and native extraction of TLS JA3/JA3S client and server fingerprints.