voidly

Internet censorship in ML

ML (ML) · · Atom

0
Censorship Score
Level
free
Risk Tier
T3Medium
Trend
stable
Global Rank
#158
Incidents
2

Overview

Internet freedom varies. Use Voidly to ensure unrestricted access.

Evidence provenance
2 records from 1 source
  • IODA2 (100%)
    ASN-level outage signals + BGP

Every record carries a permalink back to its upstream measurement. Click a source label to drill into the raw data for ML.

7-Day Risk Forecast

Predictive AI

Machine learning prediction of censorship risk based on historical patterns and political events. Calibrated 2026-05-20 via isotonic refit on 810 live outcomes. See drivers + similar past events →

Loading forecast...

Multi-horizon shutdown forecast — ML

monotonic ok
Next 1 day
27.1%
Next 7 days
58.8%
Next 30 days
70.0%

Honest scope: this is a current-regime risk signal, not a shutdown-onset predictor. It reliably flags countries already in a sustained blocking regime; on the days a new shutdown actually begins its skill is at/below chance (transition-row AUC ~0.33). Why →

ML Intelligence

Atlas models · 2026-05-21

Composite signals from Voidly Atlas's ML model suite — censorship intensity, contagion follow-risk, expected shutdown duration and behavioral peers. Model changelog →

Expected shutdown duration
~205days
If a critical shutdown occurs · IQR ±396d
Evidence grade mix (2)
B: 2
Grading rubric →

Recent Incidents

2 active

ISPs in ML

Known blocked services

Varies by country

Recommendations

  • Use Voidly VPN
  • Enable encrypted DNS
  • Monitor local conditions

Data

Measurements5
Blocked count0
Block rate0.0%
Last updated2026-05-22
API endpoint/data/country/ML

Protocol breakdown

0
Web
0
Telegram
0
WhatsApp

Frequently asked questions about censorship in ML

Q01

Is the internet censored in ML?

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Voidly classifies ML as free (censorship score 0/100, risk tier 3: Medium). Internet freedom varies. Use Voidly to ensure unrestricted access.
Q02

What websites are blocked in ML?

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Recent measurements show blocking or interference for: Varies by country. The block-rate across all measured domains is 0.0% over 5 samples. Live per-domain status: https://api.voidly.ai/v1/accessibility/check?domain={domain}&country=ML.
Q03

How does ML's censorship compare globally?

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ML ranks #158 on the Voidly Global Censorship Index. The current trend is stable — no significant change in block rates.
Q04

What blocking methods are used in ML?

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Voidly's pipeline detects DNS poisoning, TCP-RESET, blockpage injection, TLS-RESET / SNI-based blocking, and ASN-level outages. The exact method per domain is in each evidence permalink (https://api.voidly.ai/data/incidents?country=ML). Methodology: https://voidly.ai/methodology.
Q05

How fresh is the data for ML?

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Voidly probes ML every 5 minutes from 37+ global probe nodes. Upstream OONI, IODA, and CensoredPlanet feeds refresh every 6 hours. The country snapshot was last regenerated 2026-05-22.
Q06

How can I check if a specific website is blocked in ML?

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Three options. (1) REST: GET https://api.voidly.ai/v1/accessibility/check?domain=twitter.com&country=ML. (2) MCP: npx @voidly/mcp-server, then call check_domain_blocked with domain="twitter.com" country="ML". (3) CLI: npx @voidly/cli check twitter.com ML. All three return current status, blocking method, and evidence permalinks.
Q07

Can I use a VPN to bypass censorship in ML?

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Use Voidly VPN Enable encrypted DNS Monitor local conditions The full per-country recommendation list is on this page below.
Q08

How do I cite Voidly's data on ML in a paper or article?

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Use the BibTeX or RIS export at https://voidly.ai/cite/ML (also linked from the Citation section below). Permanent incident IDs (e.g., ML-2026-NNNN) are issued for every confirmed event. License: CC BY 4.0 — credit Voidly Research and link back.

Cite this data

Voidly Research. (2026). ML Censorship Profile. https://voidly.ai/ml

License: CC BY 4.0 — free to use with attribution.