skip to main content
10.1145/3603269.3604883acmconferencesArticle/Chapter ViewAbstractPublication PagescommConference Proceedingsconference-collections
research-article
Open access

Destination Unreachable: Characterizing Internet Outages and Shutdowns

Published: 01 September 2023 Publication History

Abstract

In this paper, we provide the first comprehensive longitudinal analysis of government-ordered Internet shutdowns and spontaneous outages (i.e., disruptions not ordered by the government). We describe the available tools, data sources and methods to identify and analyze Internet shutdowns. We then merge manually curated datasets on known government-ordered shutdowns and large-scale Internet outages, further augmenting them with data on real-world events, macroeconomic and sociopolitical indicators, and network operator statistics. Our analysis confirms previous findings on the economic and political profiles of countries with government-ordered shutdowns. Extending this analysis, we find that countries with national-scale spontaneous outages often have profiles similar to countries with shutdowns, differing from countries that experience neither. However, we find that government-ordered shutdowns are many more times likely to occur on days of mobilization, coinciding with elections, protests, and coups. Our study also characterizes the temporal characteristics of Internet shutdowns and finds that they differ significantly in terms of duration, recurrence interval, and start times when compared to spontaneous outages.

References

[1]
2023. Maxmind Geolocation Data. https://www.maxmind.com/en/geoip2-services-and-databases. (2023). Accessed: 2023-2-8.
[2]
AccessNow. [n. d.]. #KeepItOn: Fighting internet shutdowns around the world. https://www.accessnow.org/keepiton/. ([n. d.]). Accessed: 2023-2-15.
[3]
Daron Acemoglu, Suresh Naidu, Pascual Restrepo, and James A Robinson. 2019. Democracy does cause growth. Journal of political economy 127, 1 (2019), 47--100.
[4]
Simurgh Aryan, Homa Aryan, and J. Alex Halderman. 2013. Internet Censorship in Iran: A First Look. In USENIX Workshop on Free and Open Communications on the Internet. USENIX Association, Washington, D.C. https://www.usenix.org/conference/foci13/workshop-program/presentation/aryan
[5]
Yohannes Eneyew Ayalew. 2019. The Internet shutdown muzzle(s) freedom of expression in Ethiopia: competing narratives. Information & Communications Technology Law 28, 2 (2019), 208--224.
[6]
Simone Basso, Maria Xynou, Arturo Filastò, and Amanda Meng. 2022. Iran blocks social media, app stores and encrypted DNS amid Mahsa Amini protests. https://ooni.org/post/2022-iran-blocks-social-media-mahsa-amini-protests/. (2022). Accessed: 2023-2-15.
[7]
Matthew A Baum and David A Lake. 2003. The political economy of growth: democracy and human capital. American journal of political science 47, 2 (2003), 333--347.
[8]
Raphael Boleslavsky, Mehdi Shadmehr, and Konstantin Sonin. 2021. Media Freedom in the Shadow of a Coup. Journal of the European Economic Association 19, 3 (2021), 1782--1815.
[9]
CAIDA. [n. d.]. BGPView. https://github.com/CAIDA/bgpview. ([n. d.]). Accessed: 2023-2-8.
[10]
CAIDA. 2021. RouteViews IPv4 Prefix to AS mappings. https://catalog.caida.org/details/dataset/routeviews_ipv4_prefix2as. (2021). Accessed: 2022-8-10.
[11]
Esteban Carisimo, Alexander Gamero-Garrido, Alex C. Snoeren, and Alberto Dainotti. 2021. Identifying ASes of State-Owned Internet Operators. In Proc. of IMC.
[12]
Censored Planet. 2023. Censored Planet: An Internet-wide, Longitudinal Censorship Observatory. https://censoredplanet.org/. (2023). Accessed: 2023-2-15.
[13]
Changkyu Choi. 2003. Does the Internet stimulate inward foreign direct investment? Journal of Policy Modeling 25, 4 (2003), 319--326.
[14]
Changkyu Choi. 2010. The effect of the Internet on service trade. Economics Letters 109, 2 (2010), 102--104.
[15]
Cloudflare. 2023. Cloudflare Radar. https://radar.cloudflare.com/. (2023). Accessed: 2023-2-8.
[16]
Michael Collyer and Joss Wright. 2021. A Bayesian Analysis of Collective Action and Internet Shutdowns in India. In 13th ACM Web Science Conference 2021. 309--318.
[17]
Michael Coppedge, John Gerring, Carl Henrik Knutsen, Staffan I. Lindberg, Jan Teorell, Nazifa Alizada, David Altman, Michael Bernhard, Agnes Cornell, M. Steven Fish, Lisa Gastaldi, Haakon Gjerløw, Adam Glynn, Allen Hicken, Garry Hindle, Nina Ilchenko, Joshua Krusell, Anna L uhrmann, Seraphine F. Maerz, Kyle L. Marquardt, Kelly McMann, Valeriya Mechkova, Juraj Medzihorsky, Pamela Paxton, Daniel Pemstein, Josefine Pernes, Johannes von Römer, Brigitte Seim, Rachel Sigman, Svend-Erik Skaaning, Jeffrey Staton, Aksel Sundström, Ei tan Tzelgov, Yi ting Wang, Tore Wig, Steven Wilson, and Daniel Ziblatt. 2021. V-Dem Country-Year/Country-Date Dataset v11. (2021). https://www.v-dem.net/en/data/data-version-11/
[18]
Alberto Dainotti, Karyn Benson, Alistair King, kc claffy, Michael Kallitsis, Eduard Glatz, and Xenofontas Dimitropoulos. 2014. Estimating Internet Address Space Usage through Passive Measurements. ACM SIGCOMM Computer Communication Review 44, 1 (dec 2014), 42--49.
[19]
Alberto Dainotti, Claudio Squarcella, Emile Aben, Kimberly C Claffy, Marco Chiesa, Michele Russo, and Antonio Pescapé. 2011. Analysis of country-wide internet outages caused by censorship. In Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference. 1--18.
[20]
DataReportal. [n. d.]. Digital Around the World. https://datareportal.com/global-digital-overview. ([n. d.]). Accessed: 2023-2-15.
[21]
Caroline Freund and Diana Weinhold. 2002. The Internet and international trade in services. American Economic Review 92, 2 (2002), 236--240.
[22]
Caroline L Freund and Diana Weinhold. 2004. The effect of the Internet on international trade. Journal of international economics 62, 1 (2004), 171--189.
[23]
Tina Freyburg and Lisa Garbe. 2018. Blocking the bottleneck: Internet shutdowns and ownership at election times in sub-Saharan Africa. International Journal of Communication 12 (2018), 3896--3916.
[24]
Anita R Gohdes. 2015. Pulling the plug: Network disruptions and violence in civil conflict. Journal of Peace Research 52, 3 (2015), 352--367.
[25]
Google. 2023. Google Transparency Report. https://transparencyreport.google.com/?hl=en. (2023). Accessed: 2023-2-8.
[26]
Google. 2023. Jigsaw. https://jigsaw.google.com/. (2023). Accessed: 2023-2-13.
[27]
Marianna Diaz Hernandez, Felicia Anthonio, Sage Cheng, and Alexia Skok. 2022. Internet shutdowns in 2021: the return of digital authoritarianism. https://www.accessnow.org/internet-shutdowns-2021/. (2022).
[28]
Philip N Howard, Sheetal D Agarwal, and Muzammil M Hussain. 2011. When do states disconnect their digital networks? Regime responses to the political uses of social media. The Communication Review 14, 3 (2011), 216--232.
[29]
Geoff Huston. 2014. How Big is that Network? https://labs.apnic.net/?p=526. (2014).
[30]
Internet Intelligence Lab, Georgia Tech. [n. d.]. IODA (Internet Outage Detection and Analysis). https://ioda.inetintel.cc.gatech.edu/project. ([n. d.]). (Previously http://ioda.caida.org UC San Diego CAIDA.) Accessed: 2023-02-08.
[31]
IODA. [n. d.]. Dashboard for Monitoring Internet Outages. https://ioda.inetintel.cc.gatech.edu/dashboard. ([n. d.]). Accessed: 2023-2-8.
[32]
Kentik. [n. d.]. Internet Outage Tracker and Network Analysis Center. https://www.kentik.com/analysis/. ([n. d.]). Accessed: 2023-2-8.
[33]
Gary King, Jennifer Pan, and Margaret E Roberts. 2013. How censorship in China allows government criticism but silences collective expression. American political science Review 107, 2 (2013), 326--343.
[34]
Gary King, Jennifer Pan, and Margaret E Roberts. 2014. Reverse-engineering censorship in China: Randomized experimentation and participant observation. Science 345, 6199 (2014), 1251722.
[35]
Georgia Tech's Internet Intelligence Lab. 2023. IODA Help page. https://ioda.inetintel.cc.gatech.edu/help. (2023). Accessed: 2023-2-8.
[36]
David A Lake and Matthew A Baum. 2001. The invisible hand of democracy: political control and the provision of public services. Comparative political studies 34, 6 (2001), 587--621.
[37]
Selena Larson. 2016. This African country is taking an unprecedented step in internet censorship. CNN Business (Sep 2016).
[38]
Philipp M Lutscher, Nils B Weidmann, Margaret E Roberts, Mattijs Jonker, Alistair King, and Alberto Dainotti. 2020. At home and abroad: The use of denial-of-service attacks during elections in nondemocratic regimes. Journal of Conflict Resolution 64, 2--3 (2020), 373--401.
[39]
Alessandro Mascellino. 2023. Over Four Billion People Affected By Internet Censorship in 2022. https://www.infosecurity-magazine.com/news/four-billion-people-internet. (2023).
[40]
Mozilla Telemetry Data. 2023. Mozilla Telemetry Data. https://firefox-source-docs.mozilla.org/toolkit/components/telemetry/index.html. (2023). Accessed: 2023-2-15.
[41]
Merit Network. 2023. The ORION NETWORK TELESCOPE. https://www.merit.edu/initiatives/orion-network-telescope/. (2023). Accessed: 2023-2-8.
[42]
University of California San Diego. 2023. UCSD Network Telescope. https://www.caida.org/projects/network_telescope/. (2023). Accessed: 2023-2-8.
[43]
University of Oregon. 2023. RouteViews. http://www.routeviews.org/routeviews/. (2023). Accessed: 2023-2-8.
[44]
Office of the high commissioner for human rights. 2022. Internet shutdowns: UN report details 'dramatic' impact on people's lives and human rights. https://www.ohchr.org/en/press-releases/2022/06/internet-shutdowns-un-report-details-dramatic-impact-peoples-lives-and-human. (2022).
[45]
OONI. [n. d.]. Global community measuring Internet censorship since 2012. https://ooni.org/. ([n. d.]). Accessed: 2023-2-15.
[46]
Chiara Orsini, Alistair King, Danilo Giordano, Vasileios Giotsas, and Alberto Dainotti. 2016. BGPStream: A Software Framework for Live and Historical BGP Data Analysis. In Proceedings of the 2016 Internet Measurement Conference (IMC '16). Association for Computing Machinery, New York, NY, USA, 429--444.
[47]
Ramakrishna Padmanabhan, Alberto Dainotti, Nima Fatemi, Arturo Filastò, Maria Xynou, and Simone Basso. 2019. Iran's nation-wide Internet blackout: Measurement data and technical observations. (11 2019). https://ooni.org/post/2019-iran-internet-blackout/
[48]
Ramakrishna Padmanabhan, Arturo Filastò, Maria Xynou, Ram Sundara Raman, Kennedy Middleton, Mingwei Zhang, Doug Madory, Molly Roberts, and Alberto Dainotti. 2021. A multi-perspective view of Internet censorship in Myanmar. In Proceedings of the ACM SIGCOMM 2021 Workshop on Free and Open Communications on the Internet. 27--36.
[49]
Paul Pearce, Ben Jones, Frank Li, Roya Ensafi, Nick Feamster, Nick Weaver, and Vern Paxson. 2017. Global measurement of DNS manipulation. In 26th USENIX Security Symposium.
[50]
Jonathan M Powell and Clayton L Thyne. 2011. Global instances of coups from 1950 to 2010: A new dataset. Journal of Peace Research 48, 2 (2011), 249--259.
[51]
Lin Quan, John Heidemann, and Yuri Pradkin. 2013. Trinocular: Understanding Internet Reliability through Adaptive Probing. In Proc. of ACM SIGCOMM (SIGCOMM '13). Association for Computing Machinery, New York, NY, USA, 255--266.
[52]
Ram Sundara Raman, Leonid Evdokimov, Eric Wurstrow, J. Alex Halderman, and Roya Ensafi. 2020. Investigating Large Scale HTTPS Interception in Kazakhstan. In Proceedings of the ACM Internet Measurement Conference (IMC '20). Association for Computing Machinery, New York, NY, USA, 125--132.
[53]
RIPE. 2023. Routing Information Service (RIS). https://www.ripe.net/analyse/internet-measurements/routing-information-service-ris. (2023). Accessed: 2023-2-8.
[54]
Jan Rydzak, Moses Karanja, and Nicholas Opiyo. 2020. Dissent Does Not Die in Darkness: Network Shutdowns and Collective Action in African Countries. International Journal of Communication 14 (2020), 24.
[55]
James Vincent. 2016. UN condemns internet access disruption as a human rights violation. https://www.theverge.com/2016/7/4/12092740/un-resolution-condemns-disrupting-internet-access. (2016).
[56]
Nils B Weidmann and Espen Geelmuyden Rød. 2019. The Internet and political protest in autocracies. Oxford Studies in Digital Politics.
[57]
Maria Xynou and Arturo Filastò. 2022. New blocks emerge in Russia amid war in Ukraine: An OONI network measurement analysis. https://ooni.org/post/2022-russia-blocks-amid-ru-ua-conflict/. (2022). Accessed: 2023-2-15.
[58]
Maria Xynou, Moses Karanja, Berhan Taye, and Arturo Filasto. 2019. Resurgence of Internet Censorship in Ethiopia: Blocking of WhatsApp, Facebook, and African Arguments. (Aug 2019). https://ooni.org/post/resurgence-internet-censorship-ethiopia-2019/
[59]
Jonathan L Zittrain, Robert Faris, Helmi Noman, Justin Clark, Casey Tilton, and Ryan Morrison-Westphal. 2017. The shifting landscape of global internet censorship. Berkman Klein Center Research Publication 2017-4 (2017), 17--38.

Cited By

View all

Index Terms

  1. Destination Unreachable: Characterizing Internet Outages and Shutdowns

      Recommendations

      Comments

      Information & Contributors

      Information

      Published In

      cover image ACM Conferences
      ACM SIGCOMM '23: Proceedings of the ACM SIGCOMM 2023 Conference
      September 2023
      1217 pages
      ISBN:9798400702365
      DOI:10.1145/3603269
      This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs International 4.0 License.

      Sponsors

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 01 September 2023

      Check for updates

      Badges

      Author Tags

      1. internet shutdowns
      2. internet outages
      3. internet reliability
      4. internet censorship

      Qualifiers

      • Research-article

      Conference

      ACM SIGCOMM '23
      Sponsor:
      ACM SIGCOMM '23: ACM SIGCOMM 2023 Conference
      September 10, 2023
      NY, New York, USA

      Acceptance Rates

      Overall Acceptance Rate 462 of 3,389 submissions, 14%

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • Downloads (Last 12 months)1,222
      • Downloads (Last 6 weeks)111
      Reflects downloads up to 13 Jan 2025

      Other Metrics

      Citations

      Cited By

      View all
      • (2024)Ten years of the Venezuelan crisis - An Internet perspectiveProceedings of the ACM SIGCOMM 2024 Conference10.1145/3651890.3672218(521-539)Online publication date: 4-Aug-2024
      • (2024)Poster: Enhancing Internet Disruption Investigation via Path MonitoringProceedings of the 2024 ACM on Internet Measurement Conference10.1145/3646547.3689675(777-778)Online publication date: 4-Nov-2024
      • (2024)The Wisdom of the Measurement Crowd: Building the Internet Yellow Pages a Knowledge Graph for the InternetProceedings of the 2024 ACM on Internet Measurement Conference10.1145/3646547.3688444(183-198)Online publication date: 4-Nov-2024
      • (2024)What's in the Dataset? Unboxing the APNIC per AS User Population DatasetProceedings of the 2024 ACM on Internet Measurement Conference10.1145/3646547.3688411(165-182)Online publication date: 4-Nov-2024
      • (2024)Keyboard Fighters: The Use of ICTs by Activists in Times of Military Coup in MyanmarProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642279(1-19)Online publication date: 11-May-2024

      View Options

      View options

      PDF

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader

      Login options

      Media

      Figures

      Other

      Tables

      Share

      Share

      Share this Publication link

      Share on social media