An internal MESA Lab research survey ("审查规避调研报告") catalogs current academic circumvention research the lab tracks as detection R&D input: Geneva/GET-out packet-mutation evasion, the WebRTC-based Protozoa tunnel, and CDN-based domain shadowing combined with domain fronting -- evidence the lab actively monitors the circumvention literature rather than working purely from first principles.

A MESA Lab monthly report describes a 'web-proxy' engineering task that modified the open-source Ultraviolet web-proxy project to add keyword- and specific-URL-blocking, alongside deployment work (certificate issuance, redirect handling) and a document listing which sites the proxy is permitted to relay; the purpose (internal filtered access vs. a broader capability) is not stated in this excerpt.

TSG/CM ships with pre-built, first-class 'Learning Object' entries specifically for Freegate (Object ID 18) and Psiphon3 (Object ID 19), plus a generic 'Top Server IP' object (ID 20) -- default product features, not customer-commissioned custom signatures. The Psiphon3 object auto-learns and dynamically updates a live blocklist that reached roughly 70,000 IPs at one deployment before a database issue temporarily dropped it to ~50,000.

Crash-dump stack traces reveal TSG's core packet-processing engine (sapp) architecture: a custom multi-threaded C engine using 'marsio' as the DPDK-style packet-I/O driver, a plugin system for protocol handlers (confirmed: plug/protocol/http/http.so), and a libdocumentanalyze component that actively decompresses gzip content and parses ZIP/document formats found inside HTTP bodies -- i.e. inspection goes beyond headers into reconstructed application content.

certstore's own commit history documents its transparent-TLS-MITM mechanics directly: it writes the client's observed SNI into the SAN field of the leaf certificate it mints on the fly, supports ECC issuance (secp192r1/secp256r1) for those forged certs, and reads its Trusted/Untrusted decryption-keyring configuration from MAAT's DECRYPTION_KEYRING table -- confirming the interception pipeline end-to-end: client SNI in, matching forged certificate out, gated by MAAT-synced keyring policy.

Geedge runs an explicit, named signature-extraction program specifically targeting circumvention tools — Freegate, Psiphon, Ultrasurf, and Tor Browser (by package name: com.golden.freegate, com.psiphon3.subscription, us.ultrasurf.mobile.ultrasurf, org.torproject.torbrowser) — across Android/iOS/Windows, with weekly signature updates, for a site internally called 'K project'.

TSG implements heuristic tunnel-protocol detection distinguishing Teredo (IPv6-over-UDP, default port 3544) from GTP tunneling based on UDP payload inspection, used to decide 'innermost' session attribution for firewall matching.