Researchers attack secured Internet activity to mine personal data

University researchers have developed a technique that governments and Internet service providers could use to bypass secured Internet connections and gather valuable personal information.

The "analysis attack" on HTTPS traffic had an 89 percent accuracy rate in determining the Web pages a person visited, according to University of California, Berkeley, researchers. Such tracking made it possible for the researchers to gather information on medical conditions, sexual orientation, financial status and whether a person is involved in a divorce or bankruptcy proceeding.

The study looked at more than 463,000 page loads on 10 widely used, industry-leading websites. Healthcare sites included those of the Mayo Clinic, Planned Parenthood and Kaiser Permanente; financial sites belonged to Wells Fargo, Bank of America and Vanguard; legal services sites belonged to the American Civil Liberties Union and Legal Zoom; and video-streaming sites included Netflix and YouTube.

For the attack to work, snoops would have to be able to visit the same Web pages as the victim, which would enable the attackers to identify packet patterns in encrypted traffic that would be indicative of different Web pages.

"It would be like if somebody gave you a bicycle but took it apart and wrapped each piece individually," Brad Miller, co-author of the study told CSOonline Monday. "You would quickly notice that there were two big packages which look like wheels, a frame, a squiggly one that corresponds to a chain, etc.

"It's the same way with a Web page. Because we watch each of the parts be delivered individually, there ends up being so much information which you can observe without decrypting the packets that you can quite likely figure out the exact Web page."

The attackers must also be able to observe victim traffic, which would allow them to match those packet patterns with the ones going to particular Web pages.

The researchers also developed a defense that involved reducing the amount of packet information an attacker could gather. The technique lowered the accuracy of identifying Web pages visited by people from 89 percent to 27 percent.

The research has important privacy implications. Being able to examine user activity on a healthcare site could reveal medical conditions, which could lead to discrimination or could be sold to advertisers looking to pitch products.

Monitoring legal site traffic could uncover a divorce, bankruptcy or immigration status, while analyzing traffic on a banking site could provide insight on whether a person has children, is in a long-term relationship or is in a high-income bracket.

Any company with access to HTTPS traffic, such as Internet service providers and commercial chains of Wi-Fi access points, could gather data on users despite the encryption and sell the information to advertisers, the study said.

Employers could monitor the activities of employees while they are on the corporate network, regardless whether they are using a personal or employer-issued device.

Finally, governments could find the collected information useful to find criminals and to punish political dissidents or people who defy censors, the study said. In China, for example, the social media firm Sina recently punished more than 100,000 users through account suspensions and occasional public admonishment for violating the government's guidelines for Internet use.

Join the CSO newsletter!

Error: Please check your email address.

Tags security

More about Mayo ClinicNetflixWells Fargo

Show Comments

Featured Whitepapers

Editor's Recommendations

Solution Centres

Stories by Antone Gonsalves

Latest Videos

  • 150x50

    CSO Webinar: The Human Factor - Your people are your biggest security weakness

    ​Speakers: David Lacey, Researcher and former CISO Royal Mail David Turner - Global Risk Management Expert Mark Guntrip - Group Manager, Email Protection, Proofpoint

    Play Video

  • 150x50

    CSO Webinar: Current ransomware defences are failing – but machine learning can drive a more proactive solution

    Speakers • Ty Miller, Director, Threat Intelligence • Mark Gregory, Leader, Network Engineering Research Group, RMIT • Jeff Lanza, Retired FBI Agent (USA) • Andy Solterbeck, VP Asia Pacific, Cylance • David Braue, CSO MC/Moderator What to expect: ​Hear from industry experts on the local and global ransomware threat landscape. Explore a new approach to dealing with ransomware using machine-learning techniques and by thinking about the problem in a fundamentally different way. Apply techniques for gathering insight into ransomware behaviour and find out what elements must go into a truly effective ransomware defence. Get a first-hand look at how ransomware actually works in practice, and how machine-learning techniques can pick up on its activities long before your employees do.

    Play Video

  • 150x50

    CSO Webinar: Get real about metadata to avoid a false sense of security

    Speakers: • Anthony Caruana – CSO MC and moderator • Ian Farquhar, Worldwide Virtual Security Team Lead, Gigamon • John Lindsay, Former CTO, iiNet • Skeeve Stevens, Futurist, Future Sumo • David Vaile - Vice chair of APF, Co-Convenor of the Cyberspace Law And Policy Community, UNSW Law Faculty This webinar covers: - A 101 on metadata - what it is and how to use it - Insight into a typical attack, what happens and what we would find when looking into the metadata - How to collect metadata, use this to detect attacks and get greater insight into how you can use this to protect your organisation - Learn how much raw data and metadata to retain and how long for - Get a reality check on how you're using your metadata and if this is enough to secure your organisation

    Play Video

  • 150x50

    CSO Webinar: How banking trojans work and how you can stop them

    CSO Webinar: How banking trojans work and how you can stop them Featuring: • John Baird, Director of Global Technology Production, Deutsche Bank • Samantha Macleod, GM Cyber Security, ME Bank • Sherrod DeGrippo, Director of Emerging Threats, Proofpoint (USA)

    Play Video

  • 150x50

    IDG Live Webinar:The right collaboration strategy will help your business take flight

    Speakers - Mike Harris, Engineering Services Manager, Jetstar - Christopher Johnson, IT Director APAC, 20th Century Fox - Brent Maxwell, Director of Information Systems, THE ICONIC - IDG MC/Moderator Anthony Caruana

    Play Video

More videos

Blog Posts

Market Place