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72% of 'Anonymous' Browsing History Can Be Attached To the Real User (thestack.com)

An anonymous reader quotes a report from The Stack: Researchers at Stanford and Princeton have succeeded in identifying 70% of web users by comparing their web-browsing history to publicly available information on social networks. The study "De-anonymizing Web Browsing Data with Social Networks" [PDF] found that it was possible to reattach identities to 374 sets of apparently anonymous browsing histories simply by following the connections between links shared on Twitter feeds and the likelihood that a user would favor personal recommendations over abstract web browsing. The test subjects were provided with a Chrome extension that extracted their browsing history; the researchers then used Twitter's proprietary URL-shortening protocol to identify t.co links. 81% of the top 15 results of each enquiry run through the de-anonymization program contained the correct re-identified user -- and 72% of the results identified the user in first place. Ultimately the trail only leads as far as a Twitter user ID, and if a user is pseudonymous, further action would need to be taken to affirm their real identity. Using https connections and VPN services can limit exposure to such re-identification attempts, though the first method does not mask the base URL of the site being connected to, and the second does not prevent the tracking cookies and other tracking methods which can provide a continuous browsing history. Additionally UTM codes in URLs offer the possibility of re-identification even where encryption is present. Further reading available via The Atlantic.

67 comments

  1. Pr0n by felixrising · · Score: 3, Funny

    As long as my wife can't see my porn browsing history, no worries!

    1. Re: Pr0n by Anonymous Coward · · Score: 0

      She'll catch on when you start bringing sandwiches and traffic cones to bed.

    2. Re: Pr0n by dougdonovan · · Score: 0

      can you say duh.

    3. Re:Pr0n by gnick · · Score: 3, Funny

      My wife is my porn browsing history you insensitive clod!

      --
      He's getting rather old, but he's a good mouse.
    4. Re:Pr0n by CaptainDork · · Score: 4, Funny

      She's mine, too.
      .
      .
      Sorry. It was a layup.

      --
      It little behooves the best of us to comment on the rest of us.
    5. Re:Pr0n by Anonymous Coward · · Score: 0

      She could pick up some clues when she sees dating ads showing up.

    6. Re:Pr0n by Anonymous Coward · · Score: 0

      This needs all the mod points.

  2. Idiots by DontBeAMoran · · Score: 5, Insightful

    ... by comparing their web-browsing history to publicly available information on social networks.

    Well, there's your problem. STOP USING SOCIAL NETWORKS.

    --
    #DeleteFacebook
    1. Re:Idiots by Anonymous Coward · · Score: 1

      STOP USING SOCIAL NETWORKS

      I'd also add stop calling them social networks. They are anti-social data mining platforms premised on pervasive user surveillance. Call them what they are: snoops.

    2. Re:Idiots by CaptainDork · · Score: 1

      This.

      To be thorough, locate the circuit breaker panel for your location and flip all the switches you see from, "ON," to "OFF."

      Drill holes in your smart phone(s) and tablet(s).

      yw

      --
      It little behooves the best of us to comment on the rest of us.
    3. Re: Idiots by Anonymous Coward · · Score: 0

      This:
      "anti-social data mining platforms premised on pervasive user surveillance"

    4. Re:Idiots by squiggleslash · · Score: 1

      You're assuming they're actually using it for the use case anonymous browsing was built for.

      I use privacy tabs for accessing my other Twitter account (I have personal and business accounts like any normal person), or my other Yahoo email account (there's the main one and the one I use for notifications from BBSes), and so on.

      The "right" way to do this would be for Firefox, Chrome, et al, to make it easy to have several browser profiles, with their own cookies etc, open at once. But while I know Firefox technically supports... supported?... this feature, the last time I looked into it it required modifying shortcuts to add command line parameters I never remember.

      Privacy tabs are the only easy way to open a new window that has its own set of cookies, without using a different browser. So the headline isn't surprising.

      A real survey would have been based upon people who use privacy tabs for the use case envisioned, eg browsing porn or attacking the government in countries where that's already illegal. I seriously doubt they ever did that.

      --
      You are not alone. This is not normal. None of this is normal.
    5. Re:Idiots by houghi · · Score: 1

      So no more /. ?

      --
      Don't fight for your country, if your country does not fight for you.
    6. Re:Idiots by Anonymous Coward · · Score: 0

      Stasi networks.

  3. Solution by Anonymous Coward · · Score: 0, Insightful

    Do not use social media
    Do not write reviews
    Stack up on social media icon blockers and ad blockers
    Destroy cookies every time
    Do not use Chrome, Google Voice, Google Hangout, etc
    Use Linux or better yet BSD
    Only post on Slashdot comments (and hope for the best!)

    That should bring it down to about 50%!

    1. Re:Solution by Anonymous Coward · · Score: 1

      Better yet, don't exist.

    2. Re: Solution by Anonymous Coward · · Score: 0

      anonymous and banking/shopping/tweeting dont mix. the first 2 have your finacial data, posting on an anonymous browser about your niece etc photos...umm...yeah. these big brother fear is a capitaist dream if people are selling anononymity on teh browser

    3. Re: Solution by Anonymous Coward · · Score: 0

      And remember not to use any Apple products.

      Sent from my iPhone.

    4. Re:Solution by CaptainDork · · Score: 3, Funny

      Hey, Ralph. Gotcha, you son of a bitch.

      Clear your fucking browser history now and then.

      See ya at work tomorrow.

      And, seriously, Literotica?

      --
      It little behooves the best of us to comment on the rest of us.
    5. Re: Solution by Anonymous Coward · · Score: 0

      Challenge accepted!

    6. Re: Solution by Anonymous Coward · · Score: 0

      nice:)

  4. Twitter? by lokedhs · · Score: 4, Insightful

    First, they talk about a user's identity. Later they merely talk about Twitter links and finding the user's Twitter ID. So what is it? Can they identify users or Twitter accounts? If it's the former, that's concerning. But it seems to be more likely that they found a Twitter account user by comparing the browser history to a Twitter account that had been sharing those links. The latter doesn't seem as impressive now does it?

  5. Use Incognito, Privacy Mode? by Is+Don+the+new+Ron · · Score: 1

    Wouldn''t this part of the problem be solved simply by using the privacy mode of the browser? If not, use a Linux Live distribution, which typically have no persistent storage (although some of them have an overlay filesystem that can be enabled especially for this purpose). This can be combined with anonymizing software like Tor for enough protection against everybody else but government-backed attackers.

    --
    Deja vu: In the 80s we had a 70ish actor as POTUS, a woman PM in the UK, and a bald leader of that other nuke superpower
    1. Re:Use Incognito, Privacy Mode? by Is+Don+the+new+Ron · · Score: 3, Informative

      Wouldn''t this part of the problem be solved simply by using the privacy mode of the browser? If not, use a Linux Live distribution, which typically have no persistent storage (although some of them have an overlay filesystem that can be enabled especially for this purpose). This can be combined with anonymizing software like Tor for enough protection against everybody else but government-backed attackers.

      Whoops, bad advice. While it prevents the addition of new sites to the browser history, incognito mode doesn't erase the record of sites already visit. So it's better simply to create a new profile from scratch and then delete that profile. Now I think incognito mode is really a brain damaged idea, because it raises false expectations of privacy.

      --
      Deja vu: In the 80s we had a 70ish actor as POTUS, a woman PM in the UK, and a bald leader of that other nuke superpower
    2. Re:Use Incognito, Privacy Mode? by Ol+Olsoc · · Score: 1

      Whoops, bad advice. While it prevents the addition of new sites to the browser history, incognito mode doesn't erase the record of sites already visit. So it's better simply to create a new profile from scratch and then delete that profile. Now I think incognito mode is really a brain damaged idea, because it raises false expectations of privacy.

      As well, your ISP is keeping records of you. There simply is no privacy on the intertoobz. It was never designed to be that way. And if you use TOR, there are others who will take great interest in you. About the only use of incognito mode is to keep your spouse from finding out about that shemale midget scat porn some folks like.

      --
      The shepherds did so well protecting the flock that the sheep no longer believed that wolves existed.
    3. Re:Use Incognito, Privacy Mode? by TheRaven64 · · Score: 5, Informative

      No. Incognito modes prevent your browser from storing your browsing history (in persistent storage, assuming no bugs). They do not prevent other sites from recording it. If you're not actively blocking them, any page that contains a Twitter or Facebook button notifies these companies that you've visited the page. The same applies most advertising networks.

      --
      I am TheRaven on Soylent News
    4. Re:Use Incognito, Privacy Mode? by CaptainDork · · Score: 2

      ... shemale midget scat porn ...

      So, no link?

      No.

      Because you only think about yourself.

      --
      It little behooves the best of us to comment on the rest of us.
    5. Re:Use Incognito, Privacy Mode? by Ol+Olsoc · · Score: 1

      ... shemale midget scat porn ...

      So, no link?

      No.

      Because you only think about yourself.

      Shudder.... Well, figuring a rule 34 happening, I plunged in, did a DuckDuckGo, and.......

      I think they actually do...Jeebuuz k. Rist! But I'm too afraid to click the links - imgine if the wife walks in when I'm looking at that! "It's not what it looks like honey! I'm doing important internet research - Seriously!!"

      I mean Two Girls One Cup would be a walk in the park by comparison.

      --
      The shepherds did so well protecting the flock that the sheep no longer believed that wolves existed.
    6. Re:Use Incognito, Privacy Mode? by CaptainDork · · Score: 1

      lol

      From Uncle Sam's Yacht Club: The difference between a "sea story" and a "fairy tale" is, a fairy tale starts out with, "Once upon a time ..." and a sea story starts out with, "Hey; this ain't no shit ..."

      So, hey. This ain't no shit:

      Mobil Oil Corp systems analyst ca. late '90s ...

      I was doing an overhead projection of the Internet (Netscape), showcasing how it could help with Just-In-Time Inventory research.

      Lesson learned: Try shit before I make an ass of myself in front of all the suits.

      I searched for, "stocking just in time inventory."

      Up came a photo of a major trophy babe in fishnet stockings and little else at a site selling "Stockings just in time for Christmas and we have a huge inventory."

      --
      It little behooves the best of us to comment on the rest of us.
    7. Re: Use Incognito, Privacy Mode? by Anonymous Coward · · Score: 0

      tor bridges just look like one a address ie like vpn but is tor. and vpns all your isps see is that you connect to that one address and its encrypted almost always and takes certs and logins as well as tor.

    8. Re:Use Incognito, Privacy Mode? by crtreece · · Score: 1

      any page that contains a Twitter or Facebook button notifies these companies that you've visited the page

      Until you install noscript, and tell it not to load scripts from other domains.

      --
      file: .signature not found
    9. Re:Use Incognito, Privacy Mode? by Anonymous Coward · · Score: 1

      You don't get it. It's not about ~your choice and your precious NoScript~, princess. The server is still using its access logs, amongst many other techniques, in bad faith to fingerprint you.

    10. Re:Use Incognito, Privacy Mode? by Anonymous Coward · · Score: 0

      Don't think you get it, the technique does reply on 3rd party data from other domains. What they are claiming it that Incognito mode doesn't preferent this (which is not exactly new news).

      It is not like another-news.com is sharing the access logs (and other data they have from being the target website) with twitter/facebook/google/addthis/etc... to cross reference. What is happening is the another-news.com is including a 3rd party widget on their site and that leaks enough data directly to twitter/facebook/google/addthis/etc... to allow the anonymous session to be linked with a profile.

      To share access logs and other data directly would violate a number of privacy / data laws. Since cookies (obtained directly) maybe explained but if they are actively giving their data directly they must announce and seek consent from the user first.

    11. Re: Use Incognito, Privacy Mode? by Ol+Olsoc · · Score: 1

      tor bridges just look like one a address ie like vpn but is tor. and vpns all your isps see is that you connect to that one address and its encrypted almost always and takes certs and logins as well as tor.

      M'Kay.

      --
      The shepherds did so well protecting the flock that the sheep no longer believed that wolves existed.
    12. Re:Use Incognito, Privacy Mode? by Ol+Olsoc · · Score: 1

      I searched for, "stocking just in time inventory."

      Up came a photo of a major trophy babe in fishnet stockings and little else at a site selling "Stockings just in time for Christmas and we have a huge inventory."

      HAH! Well, sales probably went up, and I guess the presentation was kind of prophetic about the internet. "Yikes!" used to be a pretty risky search word - dunno, I haven't included it for years.

      --
      The shepherds did so well protecting the flock that the sheep no longer believed that wolves existed.
  6. TL;DR by b783719 · · Score: 2

    People's Twitter profiles have been found out when following Twitter.

    "they were able to correctly pick out the volunteers’ Twitter profiles" with the reason "People’s basic tendency to follow links they come across on Twitter"

    The remaining 28% that they didn't correctly pick out probably didn't use Twitter and had nothing but cat videos.

  7. So as long as you've given your real name... by HalAtWork · · Score: 1

    ...then they can identify you 72% of the time, otherwise the trail is cold. Brilliant!

    1. Re:So as long as you've given your real name... by freeze128 · · Score: 1

      Except for YouTube, which REFUSES to recommend videos that I actually want to watch, regardless of if they know me or not.

  8. What if you are transgender? by Anonymous Coward · · Score: 0

    Can they tell which bathroom you're more likely to use from your social media trail?

  9. Some Suggestions for the Annoyed. by Anonymous Coward · · Score: 0

    Don't use permanent social media accounts, keep in touch with friends and family directly.

    Use throw away social media accounts, don't reveal personal info, propagate with false info. I don't mean you have to pretend to be someone else. It can be as simple as declaring love/hate for things you don't care about etc...

    Rotate search engines (or avoid Google etc...). Try Startpage or DuckDuckGo maybe. Try the FF Addon TrackMeNot for laughs.

    Use DNSCrypt, change server regularly.

    Browsing modifications: Whitelist javascript, force HTTPS, Adblocking, auto delete cookies, change browser agent regularly, local emulation of CDN's, remove obfuscated links... (For the lazy, FF Addons: NoScript, HTTPS Everywhere, Ublock Origin, Self-Destructing Cookies, Random Agent Spoofer, Decentraleyes,

    That's for starters. On FF, learn relevant privacy settings in about:config (also see 'Privacy Settings' addon). Read about DNS leaking. Check out https://ipleak.net Read about Canvas Fingerprinting. Check out https://panopticlick.eff.org/ I don't suggest a VPN, but not going to get into that here.

    Anyway, a lot of this is for naught if you use an idiotphone and don't mirror a similar setup there. If on Android, checkout Adaway, XPrivacy, and Netguard. Root your phone and rip out bullshit you will never ever use, or serve no purpose other than data collection.

    1. Re:Some Suggestions for the Annoyed. by Anonymous Coward · · Score: 0

      Regarding DuckDuckGo, it still uses Google under the hood, but it isn't tied to your account.

      It is sometimes interesting to google something and then search the exact same thing in DuckDuckGo. Usually google responses are more relevant.

      I have noticed recently that google tries too hard to find stuff that is relevant. Oftentimes it will change the search words to try and find more hits - oftentimes replacing some tech thing I am searching for with something else entirely that is usually quite inane. So I have to adjust the search terms to try and filter out the inane crap in the hopes of getting something relevant.

    2. Re:Some Suggestions for the Annoyed. by AHuxley · · Score: 1

      Hi AC, ty for Random Agent Spoofer, Decentraleyes.
      I use the rest but thats a great list :)
      I would suggest every normal email has some form of photo in it.
      Use add one time pad looking steganography in every image even if only one had a real message every decade.
      Consider "things you don't care about" when buying books, pad the order out with hobbies, sport, popular culture. Buying a lot of books one one topic at once or over time is telling.

      Given the tracking and the numbers of VPN users with good encryption (router vs a leaky browser or OS "app") trying to be one browser among many is hard work.
      So many browsers have so much extra code that will respond when requested often under or over the expected web site https.
      What friends of friends are doing on social media seems a big risk too for tracking.

      --
      Domestic spying is now "Benign Information Gathering"
    3. Re: Some Suggestions for the Annoyed. by jimbo · · Score: 2

      DDG dropped Google many years ago. They have many sources but the main source now is Bing.

  10. Exactly: If you use Twitter a lot, your public pro by raymorris · · Score: 5, Interesting

    That's almost exactly what they did. First, they need your browser history. And your Twitter / Facebook profile needs to be wide open publicly. And you have to use Twitter regularly.

    If they had been smarter, they would have just looked at which Facebook and Twitter profiles you visited most often, and from there inferred those are probably your closest friends. A list of your closest friends fairly well identifies your profile. They decided to make it a tad more complex, though.

    Rather than looking at the friends list, they looked at links appearing in the person's feed. They reasoned that if the subject' browsing history shows them clicking in 50 links from a Twitter feed, it's probably an account that has those 50 links in their feed.

  11. Smartphones, social media, and Windows 10 by Anonymous Coward · · Score: 0

    If you voluntarily use any of these things you have already forfeited all rights to complain about privacy invasion.

    1. Re:Smartphones, social media, and Windows 10 by sims+2 · · Score: 1

      So my flip phone is still good?

      --
      Minimum threshold fixed. Thanks!
    2. Re: Smartphones, social media, and Windows 10 by Anonymous Coward · · Score: 1

      For Win10:

      W10Privacy
      Simple DNSCrypt
      HostsMan

      For Smartyphoneee:

      God help you if you want privacy or security. I have delved deep into their furthest recesses and can tell you they are a nightmare. If you don't want to drive yourself insane, slap a well vetted custom image on it, an adblocker, a firewall, a app permission management app, and treat it like an car salesman.

      Social media:

      Biggest sham of the century. PURGE!

    3. Re:Smartphones, social media, and Windows 10 by AHuxley · · Score: 1

      Just use Windows 10 for computer games.

      --
      Domestic spying is now "Benign Information Gathering"
    4. Re: Smartphones, social media, and Windows 10 by Anonymous Coward · · Score: 0

      not really there are things you can do for good enough but it depends on what you are doing really. vpn are pretty good security for open network most crunch ads across the whole device thats really not posible on these devices without rooting. incognito also is a nice layer that you just want off the record but not mission critical in anyway. guess it depends on what exactly you are trying to do.

  12. oh bullshit by FudRucker · · Score: 1

    it could be attached to an IP address, but they dont know who is at the keyboard,

    --
    Politics is Treachery, Religion is Brainwashing
    1. Re:oh bullshit by Anonymous Coward · · Score: 0
  13. Twitter is for a-holes by Anonymous Coward · · Score: 0

    General URL obfuscation and UTM tokens and be dealt with somewhat via FF addons:
    Pure URL
    https://addons.mozilla.org/en-US/firefox/addon/pure-url/
    and
    Clean Links
    https://addons.mozilla.org/en-US/firefox/addon/clean-links/

    Best is simply watching what you click and what links you pass on. URL shorteners are evil and you should simply refuse to use them, period. In fact, their use is an old old IRC jedi mind trick (or the like) to grab real IP's from vhost/bouncers/etc users back in the dawn of the internet wars!

  14. i suppose by Anonymous Coward · · Score: 0

    if this means anonymous browsing that web browsers have there good enough for most things its not really about beiing identified or not thpugh there are light things like asking that sight do not(nicely but nothing really technical to stop it). it is about no cookies or only while using no history and the like.

  15. Re:Exactly: If you use Twitter a lot, your public by CaptainDork · · Score: 1

    Before and after Firefox, I run the following .bat file:

    [ ccleaner ]

    What is your method of cleaning up before and after opening your browser? Tips appreciated.

    --

    taskkill /f /im iexplore.exe
    taskkill /f /im firefox.exe
    taskkill /f /im chrome.exe
    RunDll32.exe InetCpl.cpl,ClearMyTracksByProcess 4351
    cd\
    cd C:\Program Files\CCleaner
    ccleaner /auto

    exit

    --

    --
    It little behooves the best of us to comment on the rest of us.
  16. they weren't browsing anonymously by gravewax · · Score: 2

    This is hardly news. I would argue if you are browsing social media then you simply aren't browsing anonymously and many of us that have understood this ensure we behave appropriately when trying to be anonymous, this is not new. When I am using my Anonymous VPN to access content Social Media tools and sites, blogs etc are all big no no's.

  17. Re:Exactly: If you use Twitter a lot, your public by Anonymous Coward · · Score: 0

    simply using the built in settings and ensuring caching and browser history are not recorded, it isn't rocket science. combine that with running incognito mode or InPrivate browsing. But if you really want to be anonymous you should have a separate VM that is only used via an anonymously signed up VPN provider that doesn't keep logs.

  18. Re:Exactly: If you use Twitter a lot, your public by Shane_Optima · · Score: 2

    Use Virtualbox VMs, restoring the previous snapshot after every shutdown. (There might be a way to do this automatically.) When it comes to computer security/privacy, the easiest to understand and easiest to implement options are not infrequently the most powerful ones as well.

    Or you can go a step further.

  19. Re:Exactly: If you use Twitter a lot, your public by lokedhs · · Score: 1
    You probably want to use Qubes OS which provides an environment where all of this is handled for you. I switched to it and I'm really happy with it.

    You can create multiple templates and all you do in the templates is installing software and make generic configurations. The actual VM's where you run stuff is based on the templates and are reset whenever you restart them.

  20. Re:Exactly: If you use Twitter a lot, your public by Anonymous Coward · · Score: 0

    If they had been smarter, they would have just looked at which Facebook and Twitter profiles you visited most often

    If they had been actually smarter, they would have had the browser extension read the FB and Twitter cookies to find out under which accounts/IDs they are logged in.

  21. Re:Exactly: If you use Twitter a lot, your public by Shane_Optima · · Score: 1

    You probably want to use Qubes OS which provides an environment where all of this is handled for you.

    I briefly covered this in a post from last year,, which I linked to in the post you just replied to. I'm using Qubes right now.

    OP was talking about Windows, though, and if it's true that he's not a regular Linux user then the Virtualbox solution is probably a better place to start.

  22. I know I can be tracked. by Anonymous Coward · · Score: 0

    I know that I visit only a handful of sites regularly (Slashdot included). What a VPN and Tor allow me to do is not remain completely anonymous to researchers but to give a layer of plausible deniability to corporations or governments when it comes to certain laws. (Such as copyright :) )

  23. sure, they can - but let them work for this by Anonymous Coward · · Score: 0

    Perhaps they can associate ... (not everybody has so called social media account) perhaps they cannot.
    Anyway my point is let them work for it, do not give them those data on the gold plate.
    As side effect we are creating those STEM jobs :-D
    (currently processing for customer Omniture feed ... it is just business ..)

  24. Aid anonymity vs. dns requestlogs/trackers by Anonymous Coward · · Score: 0

    See my subject: Vs. DNS requestlogs + trackers in ads & scripts via NEW APK Hosts File Engine 9.0++ SR-7 32/64-bit https://www.google.com/search?hl=en&source=hp&biw=&bih=&q=%22APK+Hosts+File+Engine%22+and+%22start64%22&btnG=Google+Search&gbv=1/

    Ads & malware rob speed/security/privacy

    Hosts add speed (via hardcodes/adblocks), security (vs. bad sites/malware/poisoned dns), reliability (vs. dns down), & anonymity (vs. dns requestlogs/trackers).

    Less power/cpu/ram + IO use vs. DNS/routers/addons/antivirus + less security bugs/complexity & faster vs. addons/routers/remote dns!

    Avoids DNSChangers in routers/IP settings & dns redirects (99.999% of ISP DNS != patched vs. it) + lightens DNS load & resolves faster from local system RAM!

    * Via what you NATIVELY have built into the TCP/IP stack in FASTER kernelmode!

    APK

    P.S. - Safe https://www.virustotal.com/en/file/e01211ca36aa02e923f20adee0a3c4f5d5187dc65bdf1c997b3da3c2b0745425/analysis/1433430542/

  25. That's quite odd by tietokone-olmi · · Score: 1

    I'd have thought that over 80%, not under, could be identified just by what they browse. Mainstream being stereotypically homogenous, and everything.

  26. Simple Solution by zifn4b · · Score: 1

    Don't broadcast your life on social media. Why would you have any expectation of privacy in that situation?

    --
    We'll make great pets
  27. Solution by Anonymous Coward · · Score: 0

    I've been thinking about writing some software that would allow you to download links over tor, somewhat in bulk, so that there wouldn't be a way to know which ones you were actually interested in. It would be plugin-based.

    For example, there would be a slashdot plugin, that would download every article on the slashdot front page automatically. There could be a reddit plugin, that allows you to specify a subreddit (like /r/rpg) that would download all the most popular links in the past 24 hours. Or one for your favorite news site, or a Facebook page. Almost anything.

    In addition to solving the problem of trying to fingerprint which links you've clicked, it would also help with the fact that tor is kinda slow, and this would effectively pre-cache pages for you.

    I certainly don't have all the details worked out yet, but does anybody think this is a good or bad idea? Would anyone be interested in using it?

  28. PDF link broken by Anonymous Coward · · Score: 0

    The PDF link: De-anonymizing Web Browsing Data with Social Networks" [PDF] (http://randomwalker.info/publications/browsing-history-deanonymization.pdf) is broken.