Internet censorship revealed through the haze of malware pollution
Public release date: 7-Mar-2012 [ | E-mail | Share ]
Contact: Jan Zverina jzverina@sdsc.edu 858-534-5111 University of California - San Diego
On a January evening in 2011, Egypt with a population of 80 million, including 23 million Internet users vanished from cyberspace after its government ordered an Internet blackout amidst anti-government protests that led to the ouster of Egyptian President Hosni Mubarak. The following month, the Libyan government, also under siege, imposed an Internet "curfew" before completely cutting off access for almost four days.
To help explain exactly how these governments disrupted the Internet, a team of scientists led by the Cooperative Association for Internet Data Analysis (CAIDA) at the University of California, San Diego conducted an analysis based largely on the drop in a specific subset of observable Internet traffic that is a residual product of malware. Many types of malicious software or network activity generate unsolicited traffic in attempting to compromise or infect vulnerable machines. This traffic "pollution" is commonly referred to as Internet background radiation (IBR) and is ubiquitously observable on most publicly accessible Internet links.
The analysis marks the first time that this malware-generated traffic pollution was used to analyze Internet censorship and/or network outages, and the researchers believe this novel methodology could be adopted on a wider scale to create an automated early warning system to help detect such Internet reachability problems in the future.
"We actually used something that's generally regarded as bad traffic pollution due to malware for a beneficial purpose, specifically to improve our understanding of geopolitical censorship behavior," said K.C. Claffy, CAIDA's founder and principal investigator for the research, funded by the National Science Foundation (NSF) and the Department of Homeland Security (DHS).
Added Emile Aben, part of the research team and a system architect with the Reseaux IP Europeens Network Coordination Centre (RIPE NCC), an independent organization based in The Netherlands that supports the infrastructure of the Internet through technical coordination: "We believe that research such as this has security relevance and implications for every nation in the world."
Specifically, the research team including scientists in Italy and The Netherlands used UC San Diego's Network Telescope, which consists of a globally routed segment of Internet address space that carries almost no legitimate Internet traffic. Also known as a 'darknet' because this subset of addresses does not have any devices assigned to them, the UC San Diego network telescope collects what could be considered "garbage" of the Internet, such as traffic due to mistyped IP (Internet protocol) addresses, malicious scanning of address space by hackers looking for vulnerable targets, backscatter from random source DoS (denial of service) attacks, and the automated spread of malicious software, including botnet and worm activity. The team also used other multiple sources of large-scale data available to the academic community, such as global routing signaling information.
"Using a combination of this data allowed us to narrow down which forms of Internet access disruption were implemented in a given region over time, but the malware-induced traffic helped us uncover things that the other data did not reveal," said Alberto Dainotti, who recently joined CAIDA from the University of Napoli Federico II in Naples, Italy, and served as lead author of the study, called Analysis of Country-wide Internet Outages Caused by Censorship. "Among other insights, we detected what we believe were the Gaddafi government's attempts to test a firewall to conduct higher precision host-based blocking while they were executing the coarser approach of router-based disconnection."
"On a larger scale, we were able to analyze how regimes go about bringing down an entire country's Internet infrastructure," said Aben.
Here is the original post:
Internet censorship revealed through the haze of malware pollution
- This is censorship: Former Millsaps professor files lawsuit following unprecedented termination - Mississippi Today - October 17th, 2025 [October 17th, 2025]
- Wheres the GOP outrage over the Trump administrations Big Tech censorship? - MSNBC News - October 17th, 2025 [October 17th, 2025]
- U.S. Museums Band Together to Fight Funding Cuts and Censorship Threats - The New York Times - October 17th, 2025 [October 17th, 2025]
- Act now: Condemn IUs censorship of student media - FIRE | Foundation for Individual Rights and Expression - October 17th, 2025 [October 17th, 2025]
- LETTER FROM THE EDITORS: IU has now fully cut IDS print. What more is there to say? - Indiana Daily Student - October 17th, 2025 [October 17th, 2025]
- City College students see firsthand the power of censorship at Banned Books Week event - City Times - October 17th, 2025 [October 17th, 2025]
- Sen. Ted Cruz plans to introduce bill codifying protections against government censorship: WSJ - CBS News - October 17th, 2025 [October 17th, 2025]
- Losing three years of your life to litigation abuse isnt funny - Index on Censorship - October 17th, 2025 [October 17th, 2025]
- Indiana University fires student media director after he refused directive to censor newspaper - Fox 59 - October 17th, 2025 [October 17th, 2025]
- How the Disney boycott beat the FCCs censorship push - Waging Nonviolence - October 17th, 2025 [October 17th, 2025]
- IU Fires Student Media Director After He Refused to Censor IDS - WFHB - October 17th, 2025 [October 17th, 2025]
- ACLJ Calls on Congress and the White House to Confront the Systematic Censorship of Pro-Life Pregnancy Centers - American Center for Law and Justice - October 17th, 2025 [October 17th, 2025]
- LETTER FROM THE EDITORS: IU fires student media director after he refused to censor the IDS - Indiana Daily Student - October 15th, 2025 [October 15th, 2025]
- Algorithmic Censorship Changes the Way We Talk - Reason Magazine - October 15th, 2025 [October 15th, 2025]
- Opinion | As a professor, Ive seen woke and MAGA censorship. Which is worse? - The Washington Post - October 15th, 2025 [October 15th, 2025]
- The Pentagons Censorship Ultimatum and the War on Truth - Yahoo - October 15th, 2025 [October 15th, 2025]
- Against State Censorship: The Right To Learn Divisive Concepts - And Response - Chattanoogan.com Breaking News - October 15th, 2025 [October 15th, 2025]
- California Governor Gavin Newsom censors Trump's NECK in jibe at president over TIME magazine cover he loathes - Daily Mail - October 15th, 2025 [October 15th, 2025]
- Metal theft bill update - LAist - October 15th, 2025 [October 15th, 2025]
- Harvard Must Choose Engagement Over Censorship - The Harvard Crimson - October 15th, 2025 [October 15th, 2025]
- Authors break down why George Orwell's '1984' feels closer to real life than ever before - USA Today - October 15th, 2025 [October 15th, 2025]
- Why public users of ChatGPT face censorship while unregulated institutions are allowed to exploit AI - Milwaukee Independent - October 15th, 2025 [October 15th, 2025]
- Loutit champions the right to read through October - Grand Haven Tribune - October 15th, 2025 [October 15th, 2025]
- French artist cries foul over censorship of nude mural near Patpong - Nation Thailand - October 15th, 2025 [October 15th, 2025]
- Political censorship of art exhibition at Californias Pepperdine University - World Socialist Web Site - October 15th, 2025 [October 15th, 2025]
- Were in a terrifying time of media hate and the new censorship this is what you need to know - Stylist - October 15th, 2025 [October 15th, 2025]
- Pregnancy centers fight California censorship of abortion pill reversal drug - Pregnancy Help News - October 15th, 2025 [October 15th, 2025]
- Letter to the Editor: Who will Clemson censor next? - thetigercu.com - October 15th, 2025 [October 15th, 2025]
- Banned Books Week is drawing to a close but censorship attempts arent - Times of San Diego - October 15th, 2025 [October 15th, 2025]
- Flemming Rose Reflects on the State of Free Speech, 20 Years After the Muhammad Cartoon Controversy - Cato Institute - October 15th, 2025 [October 15th, 2025]
- Former Prosecutor Sasun Condemns University Censorship of Conservative Speech - - October 15th, 2025 [October 15th, 2025]
- Voices: Im a professor. Censorship is threatening academic freedom. - The Salt Lake Tribune - October 13th, 2025 [October 13th, 2025]
- The Arts in Crisis: Leaders in arts and education discuss ramifications of funding cuts and threats of censorship - NewJerseyStage.com - October 13th, 2025 [October 13th, 2025]
- Tribune Editorial: Are administrators of Utah schools and colleges afraid to allow free speech? - The Salt Lake Tribune - October 13th, 2025 [October 13th, 2025]
- Censorship Is So 1984: Annual Banned Books Week Celebrates the Right to Read - Shepherd Express - October 13th, 2025 [October 13th, 2025]
- Network football broadcasts are their Trump card against censorship - Cleveland.com - October 13th, 2025 [October 13th, 2025]
- Barbara Benish on "ArtMill" and creativity under censorship - WAMC - October 13th, 2025 [October 13th, 2025]
- Films with vulgarity get clearance, those reflecting reality face censorship hurdles: Javed Akhtar - Deccan Herald - October 11th, 2025 [October 11th, 2025]
- An exhibition in New York City takes on censorship in the art world - The Art Newspaper - October 11th, 2025 [October 11th, 2025]
- Trump is complicating the GOPs anti-censorship campaign - The Washington Post - October 11th, 2025 [October 11th, 2025]
- Stewardship or Censorship at the FCC - The Regulatory Review - October 11th, 2025 [October 11th, 2025]
- Help Us Investigate Book Bans and Educational Censorship Around America - 404 Media - October 11th, 2025 [October 11th, 2025]
- Vapes of Wrath: Fighting E-Cigarette Censorship at the Oregon Supreme Court - Goldwater Institute - October 11th, 2025 [October 11th, 2025]
- Large, bipartisan majorities oppose government censorship of talk show hosts, media companies, survey finds - Boston University - October 11th, 2025 [October 11th, 2025]
- Glenn Loury Begins Open Inquiry Week With A Conversation On Self Censorship - Hoover Institution - October 11th, 2025 [October 11th, 2025]
- They didnt even read the book: How childrens authors are being canceled over Palestine - The Guardian - October 11th, 2025 [October 11th, 2025]
- Hawaii library system bans displays that refer to 'Banned Books Week,' rebrands to 'Freedom to Read' - ictnews.org - October 11th, 2025 [October 11th, 2025]
- Senator Ted Cruz to introduce bill curbing government censorship - TheDesk.net - October 11th, 2025 [October 11th, 2025]
- As censorship rises, is there a future for truly political, truth-telling art? - The Art Newspaper - October 11th, 2025 [October 11th, 2025]
- Banned books week: censorship is so 1984 - The Baker Orange - October 11th, 2025 [October 11th, 2025]
- Stephen King emerges as most banned author in U.S. schools as conservative states push censorship - Milwaukee Independent - October 11th, 2025 [October 11th, 2025]
- Censorship: PRHs Banned Wagon Goes to Washington - Publishing Perspectives - October 11th, 2025 [October 11th, 2025]
- Library director fired over LGBTQ+ books gets $700,000 from county - The Washington Post - October 11th, 2025 [October 11th, 2025]
- Teachers and Students Share Anti-Censorship Strategies in New Book - Publishers Weekly - October 11th, 2025 [October 11th, 2025]
- Book Bans Continue to Threaten the Wellbeing of Authors - Electric Literature - October 11th, 2025 [October 11th, 2025]
- Exclusive | Ted Cruz Wants to Make It Easier to Sue the Government for Censorship - The Wall Street Journal - October 9th, 2025 [October 9th, 2025]
- Senator Schmitt Chairs Commerce Committee Hearing on Government Censorship, Need to Protect Free Speech - U.S. Senate (.gov) - October 9th, 2025 [October 9th, 2025]
- Ted Cruz revives push to make it easier to sue the government for censorship amid Kimmel return - Fox News - October 9th, 2025 [October 9th, 2025]
- Ted Cruz aims to make it easier to sue government over censorship: Report - Straight Arrow News - October 9th, 2025 [October 9th, 2025]
- Raskin and Schatz Defend the American Freedom to Read and Call to End Nearly 23,000 MAGA Book Bans in the Nations Schools - raskin.house.gov - October 9th, 2025 [October 9th, 2025]
- Sen. Ted Cruz to Introduce Bill Making It Easier to Sue Over Government Censorship - TVTechnology - October 9th, 2025 [October 9th, 2025]
- George Takei, 2025 Honorary Chair of Banned Books Week, Shares Which Book Impacted Him - People.com - October 9th, 2025 [October 9th, 2025]
- The problem with censorship and discourse at Duke - The Duke Chronicle - October 9th, 2025 [October 9th, 2025]
- FCCs Kimmel Threat to Surface at Cruz-Led Censorship Hearing - Bloomberg Government News - October 9th, 2025 [October 9th, 2025]
- The 'C' word: Banned Books Week highlights censorship across America - The Rome News-Tribune - October 9th, 2025 [October 9th, 2025]
- Cruz to introduce bill protecting citizens from government censorship - Washington Examiner - October 9th, 2025 [October 9th, 2025]
- It's Banned Books Week. Here are some books that faced challenges in Wisconsin last year - Milwaukee Journal Sentinel - October 9th, 2025 [October 9th, 2025]
- Reading into Banned Books Week: Why censorship hurts our communities - Los Angeles Loyolan - October 9th, 2025 [October 9th, 2025]
- Nahant library turns the page on censorship - Itemlive - October 9th, 2025 [October 9th, 2025]
- Fight Censorship By Reading a Newspaper or a Book - Flagpole - October 9th, 2025 [October 9th, 2025]
- Its Banned Books Week. Want to find out about censorship in your backyard? Join the FOIAs tour - MuckRock - October 9th, 2025 [October 9th, 2025]
- What are book bans? Here's everything you need to know amid Banned Books Week 2025 - Bergen Record - October 9th, 2025 [October 9th, 2025]
- University in Utah canceled conference focused on censorship over DEI concerns - The College Fix - October 9th, 2025 [October 9th, 2025]
- Inside-net: Russia is dismantling free internet connections - Global Voices Advox - October 7th, 2025 [October 7th, 2025]
- Banned Books Week 2025: Censorship is so 1984. Read for Your Rights. - Washoe Life (.gov) - October 7th, 2025 [October 7th, 2025]
- Pessimism, the Federal Government, and Classroom Censorship - edchoice.org - October 7th, 2025 [October 7th, 2025]
- Banned Wagon Comes to D.C., Promotes Save Our Stories - The Washington Informer - October 7th, 2025 [October 7th, 2025]
- Activision says 'Arc Raiders' censorship in Call of Duty: Black Ops 7 lobbies was unintentional and will be fixed - PC Gamer - October 7th, 2025 [October 7th, 2025]
- Censorship by neglect leaves us all in the dark - Black Hills Pioneer - October 7th, 2025 [October 7th, 2025]
- The Soapbox | Accountability is not censorship: Why the Board is right to rein in Levasseur - Manchester Ink Link - October 7th, 2025 [October 7th, 2025]