Four circumvention tool names were explicitly blocked as URL substrings with zero allowed requests passing through: hotspotshield (126,127 blocked), ultrareach (50,769), ultrasurf (31,483), and the generic keyword israel (48,119). All matching requests — including update checks and background pings — were denied at 0% pass-through rate.

Skype.com (503,932 censored, 0 allowed) and live.com IM services were blocked with 100% denial rates at all times. During the August 3, 2011 protest events Skype accounted for up to 29.24% of all censored traffic; 9% of Skype requests were software update attempts, which were also denied, confirming content-agnostic domain-level blocking rather than content-selective filtering.

§5.1, §5.5, Tables 5 & 7 detection

Syria's Blue Coat proxies blocked any URL containing the string "proxy," generating 3,954,795 censored requests (53.61% of all policy-censored traffic in Dfull). The collateral damage was severe: Google Toolbar's /tbproxy/af/query API calls and Facebook social plugins (/plugins/like.php at 43.04% and /extern/login_status.php at 38.99% of facebook.com censored traffic) together account for over 80% of censored facebook.com requests, all denied with 0 allowed counterparts.

§5.4, Tables 9 & 14 detection

Syrian censors used a custom Blue Coat URL-category to policy_redirect specific Facebook pages (Syrian.Revolution: 1,461 censored) while allowing 17.70M facebook.com requests overall — only 1.62M (8.4%) were censored. The URL-pattern matching was imprecise: www.facebook.com/Syrian.Revolution?ref=ts was blocked but the identical page with additional AJAX query parameters (__a=11&ajaxpipe=1) was not categorized as 'Blocked Site,' leaving some access through.

§6, Tables 12–13 detection

Port 9001 (Tor) ranked third among all blocked ports in Syria, behind only ports 80 and 443. Proxy SG-48 was responsible for a disproportionate share of Tor censorship — blocking Tor traffic for multiple consecutive days — while other proxies in the same deployment did not, indicating per-proxy policy specialization or traffic steering of suspected circumvention flows to dedicated blocking infrastructure.

§4 (Ports), §5.2 detection

During the June 2025 shutdown, Iranian authorities blocked international One-Time Password (OTP) SMS delivery, preventing new sign-ins to foreign secure-messaging platforms and VPN services. This forced users toward government-approved domestic platforms that lack security and privacy protections. The blockade of OTPs effectively weaponized account-recovery flows as a secondary shutdown layer, disproportionately affecting users who needed to activate new circumvention tools during the crisis.

2025-iran-shutdown-measurement §Human Rights Implications port-blockingdpikeyword-filtering

Simple character-level perturbations (English) and homophone substitutions (Chinese), combined with LLM instruction-following prompts directing the model to use word substitutions in its output, successfully bypassed all input and output filters for all 41 input-blocked and 197 output-blocked queries across five major Chinese LLM services (Baidu-Chat, DeepSeek, Doubao, Kimi, Qwen). Every input-blocked query contained at least one keyword combination that alone triggered the filter, confirming keyword-matching rather than semantic classification.

2026-ablove-characterizing §VII-D keyword-filtering

Cross-national experiments conducted from Singapore, South Korea, and Taiwan during February 19–24, 2025 found no variance in blocking implementations, event syntax, or server infrastructure across all five Chinese LLM services. Input blocking was enacted identically in all three international locations, and services connected to the exact same server IP addresses globally — Kimi and Baidu-Chat connected to identical IPs and DeepSeek to the same two addresses across all tested locations.

2026-ablove-characterizing §VIII-A keyword-filtering

Input blocking in Chinese LLM services (DeepSeek, Qwen, Kimi, Doubao) is overwhelmingly consistent: all four services persistently block the exact same queries across all 5 measurement samples in both Simplified and Traditional Chinese. Output blocking is far less consistent, with only 29 out of 349 output-blocked queries blocked across all 5 samples. Baidu-Chat is exceptional: it performs almost no input blocking but instead relies heavily on post-search and output blocking (78.6% of blocks are output-phase).

2026-ablove-characterizing §VI-B keyword-filteringdpi

DeepSeek, Kimi, and Doubao all transmit analytics logs to the same Autonomous System (AS24429, Zhejiang Taobao Network Co., Ltd., a ByteDance/Volcengine subsidiary), with one monitoring endpoint IP directly overlapping between DeepSeek and Doubao. Additionally, all four non-Qwen services maintain connections with servers physically located in China throughout the chat session, transmitting user IDs, session IDs, viewport data, language preferences, and in Baidu-Chat's case, the full query text via URL-encoded CAPTCHA requests.

2026-ablove-characterizing §VI-D keyword-filtering

All five Chinese LLM services transmit partial or complete responses to the client machine even when output blocking is triggered, representing a major information leak. For DeepSeek and Qwen, truncated blocked responses are on average close in token length to full successful responses. For Baidu-Chat, the complete response is transmitted to the client but only partially rendered in the browser UI, with only a word or two visible on screen.

2026-ablove-characterizing §VI-C keyword-filtering