In 2007, DNA pioneer James Watson became the first person to have his entire genome sequencedmaking all of his 6 billion base pairs publicly available for research. Well, almost all of them. He left one spot blank, on the long arm of chromosome 19, where a gene called APOE lives. Certain variations in APOE increase your chances of developing Alzheimers, and Watson wanted to keep that information private.
Except it wasnt. Researchers quickly pointed out you could predict Watsons APOE variant based on signatures in the surrounding DNA. They didnt actually do it, but database managers wasted no time in redacting another two million base pairs surrounding the APOE gene.
This is the dilemma at the heart of precision medicine: It requires people to give up some of their privacy in service of the greater scientific good. To completely eliminate the risk of outing an individual based on their DNA records, youd have to strip it of the same identifying details that make it scientifically useful. But now, computer scientists and mathematicians are working toward an alternative solution. Instead of stripping genomic data, theyre encrypting it.
Gill Bejerano leads a developmental biology lab at Stanford that investigates the genetic roots of human disease. In 2013, when he realized he needed more genomic data, his lab joined Stanford Hospitals Pediatrics Departmentan arduous process that required extensive vetting and training of all his staff and equipment. This is how most institutions solve the privacy perils of data sharing. They limit who can access all the genomes in their possession to a trusted few, and only share obfuscated summary statistics more widely.
So when Bejerano found himself sitting in on a faculty talk given by Dan Boneh, head of the applied cryptography group at Stanford, he was struck with an idea. He scribbled down a mathematical formula for one of the genetic computations he uses often in his work. Afterward, he approached Boneh and showed it to him. Could you compute these outputs without knowing the inputs? he asked. Sure, said Boneh.
Last week, Bejerano and Boneh published a paper in Science that did just that. Using a cryptographic genome cloaking method, the scientists were able to do things like identify responsible mutations in groups of patients with rare diseases and compare groups of patients at two medical centers to find shared mutations associated with shared symptoms, all while keeping 97 percent of each participants unique genetic information completely hidden. They accomplished this by converting variations in each genome into a linear series of values. That allowed them to conduct any analyses they needed while only revealing genes relevant to that particular investigation.
Just like programs have bugs, people have bugs, says Bejerano. Finding disease-causing genetic traits is a lot like spotting flaws in computer code. You have to compare code that works to code that doesnt. But genetic data is much more sensitive, and people (rightly) worry that it might be used against them by insurers, or even stolen by hackers. If a patient held the cryptographic key to their data, they could get a valuable medical diagnosis while not exposing the rest of their genome to outside threats. You can make rules about not discriminating on the basis of genetics, or you can provide technology where you cant discriminate against people even if you wanted to, says Bejerano. Thats a much stronger statement.
The National Institutes of Health have been working toward such a technology since reidentification researchers first began connecting the dots in anonymous genomics data. In 2010, the agency founded a national center for Integrating Data for Analysis, Anonymization and Sharing housed on the campus of UC San Diego. And since 2015, iDash has been funding annual competitions to develop privacy-preserving genomics protocols. Another promising approach iDash has supported is something called fully homomorphic encryption, which allows users to run any computation they want on totally encrypted data without losing years of computing time.
Kristen Lauter, head of cryptography research at Microsoft, focuses on this form of encryption, and her team has taken home the iDash prize two years running. Critically, the method encodes the data in such a way that scientists dont lose the flexibility to perform medically useful genetic tests. Unlike previous encryption schemes, Lauters tool preserves the underlying mathematical structure of the data. That allows computers to do the math that delivers genetic diagnoses, for example, on totally encrypted data. Scientists get a key to decode the final results, but they never see the source.
This is extra important as more and more genetic data moves off local servers and into the cloud. The NIH lets users download human genomic data from its repositories, and in 2014, the agency started letting people store and analyze that data in private or commercial cloud environments. But under NIHs policy, its the scientists using the datanot the cloud service providerresponsible with ensuring its security. Cloud providers can get hacked, or subpoenaed by law enforcement, something researchers have no control over. That is, unless theres a viable encryption for data stored in the cloud.
If we dont think about it now, in five to 10 years a lot peoples genomic information will be used in ways they did not intend, says Lauter. But encryption is a funny technology to work with, she says. One that requires building trust between researchers and consumers. You can propose any crazy encryption you want and say its secure. Why should anyone believe you?
Thats where federal review comes in. In July, Lauters group, along with researchers from IBM and academic institutions around the world launched a process to standardize homomorphic encryption protocols. The National Institute for Standards and Technology will now begin reviewing draft standards and collecting public comments. If all goes well, genomics researchers and privacy advocates might finally have something they can agree on.
Read the original:
To Protect Genetic Privacy, Encrypt Your DNA - WIRED
- WhatsApp overhauling status tab with encrypted Snapchat Stories-like feature - 9 to 5 Mac [Last Updated On: February 21st, 2017] [Originally Added On: February 21st, 2017]
- GOP demands inquiry into EPA use of encrypted messaging apps - CNET [Last Updated On: February 21st, 2017] [Originally Added On: February 21st, 2017]
- Encryption Apps Help White House Staffers Leakand Maybe Break the Law - WIRED [Last Updated On: February 21st, 2017] [Originally Added On: February 21st, 2017]
- World Wide Web Creator Calls for Internet Decentralization & Encryption - The Data Center Journal [Last Updated On: February 21st, 2017] [Originally Added On: February 21st, 2017]
- What It Means to Have an 'Adult' Conversation on Encryption - Pacific Standard [Last Updated On: February 21st, 2017] [Originally Added On: February 21st, 2017]
- Confide in me! Encryption app leaks sensitive info from Washington DC - SC Magazine UK [Last Updated On: February 21st, 2017] [Originally Added On: February 21st, 2017]
- Gmail v7.2 Prepares to Add Support for S/MIME Enhanced Encryption - XDA Developers (blog) [Last Updated On: February 26th, 2017] [Originally Added On: February 26th, 2017]
- Top 6 Data Encryption Solutions - The Merkle [Last Updated On: February 26th, 2017] [Originally Added On: February 26th, 2017]
- Your Guide to the Encryption Debate - Consumer Reports - ConsumerReports.org [Last Updated On: February 26th, 2017] [Originally Added On: February 26th, 2017]
- Google helps put aging SHA-1 encryption out to pasture - Engadget [Last Updated On: February 26th, 2017] [Originally Added On: February 26th, 2017]
- Decipher your Encryption Challenges - Infosecurity Magazine [Last Updated On: February 28th, 2017] [Originally Added On: February 28th, 2017]
- How the Politics of Encryption Affects Government Adoption - Freedom to Tinker [Last Updated On: February 28th, 2017] [Originally Added On: February 28th, 2017]
- How Encryption Makes Your Sensitive Cloud-Based Data an Asset, Not a Liability - Security Intelligence (blog) [Last Updated On: February 28th, 2017] [Originally Added On: February 28th, 2017]
- Set up VMware VM Encryption for hypervisor-level security - TechTarget [Last Updated On: February 28th, 2017] [Originally Added On: February 28th, 2017]
- How The Media Are Using Encryption Tools To Collect Anonymous Tips - NPR [Last Updated On: February 28th, 2017] [Originally Added On: February 28th, 2017]
- Encryption patent that roiled Newegg is dead on appeal | Ars Technica - Ars Technica [Last Updated On: February 28th, 2017] [Originally Added On: February 28th, 2017]
- Research proposes 'full-journey' email encryption - The Stack [Last Updated On: March 1st, 2017] [Originally Added On: March 1st, 2017]
- Database-as-a-service platform introduces encryption-at-rest - BetaNews [Last Updated On: March 1st, 2017] [Originally Added On: March 1st, 2017]
- Encrypted Messaging Service 'Signal' Adds Video Call Option - Top Tech News [Last Updated On: March 2nd, 2017] [Originally Added On: March 2nd, 2017]
- Germany, France lobby hard for terror-busting encryption backdoors ... - The Register [Last Updated On: March 2nd, 2017] [Originally Added On: March 2nd, 2017]
- How to Send Encrypted Nudes, a Guide for the Discerning Lover - Inverse [Last Updated On: March 2nd, 2017] [Originally Added On: March 2nd, 2017]
- Ironclad Encryption Corporation Announces New Ticker Symbol OTCQB: IRNC - Yahoo Finance [Last Updated On: March 2nd, 2017] [Originally Added On: March 2nd, 2017]
- The Best Email Encryption Software of 2017 | Top Ten Reviews [Last Updated On: March 2nd, 2017] [Originally Added On: March 2nd, 2017]
- No, you shouldn't delete Signal or other encrypted apps - TechCrunch [Last Updated On: March 11th, 2017] [Originally Added On: March 11th, 2017]
- Best encryption software: Top 5 - Computer Business Review [Last Updated On: March 11th, 2017] [Originally Added On: March 11th, 2017]
- Encryption Backdoors, Vault 7, and the Jurassic Park Rule of Internet Security - Just Security [Last Updated On: March 11th, 2017] [Originally Added On: March 11th, 2017]
- That Encrypted Chat App the White House Liked? Full of Holes - WIRED [Last Updated On: March 11th, 2017] [Originally Added On: March 11th, 2017]
- What the CIA WikiLeaks Dump Tells Us: Encryption Works - New York Times [Last Updated On: March 11th, 2017] [Originally Added On: March 11th, 2017]
- Snake-Oil Alert Encryption Does Not Prevent Mass-Snooping - Center for Research on Globalization [Last Updated On: March 11th, 2017] [Originally Added On: March 11th, 2017]
- Customer Letter - Apple [Last Updated On: March 11th, 2017] [Originally Added On: March 11th, 2017]
- Don't Let WikiLeaks Scare You Off of Signal and Other Encrypted Chat Apps - WIRED [Last Updated On: March 12th, 2017] [Originally Added On: March 12th, 2017]
- BT to offer customers encryption service for data - Capacity Media (registration) [Last Updated On: March 12th, 2017] [Originally Added On: March 12th, 2017]
- Encryption - technet.microsoft.com [Last Updated On: March 12th, 2017] [Originally Added On: March 12th, 2017]
- Use FileVault to encrypt the startup disk on ... - Apple Support [Last Updated On: March 12th, 2017] [Originally Added On: March 12th, 2017]
- Viber launches secret chats to go beyond encryption - SlashGear [Last Updated On: March 13th, 2017] [Originally Added On: March 13th, 2017]
- Zix wins 5-vendor email encryption shootout - Network World [Last Updated On: March 13th, 2017] [Originally Added On: March 13th, 2017]
- A lesson from the CIA WikiLeaks dump: Encryption works - The Seattle Times [Last Updated On: March 13th, 2017] [Originally Added On: March 13th, 2017]
- What the CIA WikiLeaks Dump Tells Us: Encryption Works - NewsFactor Network [Last Updated On: March 18th, 2017] [Originally Added On: March 18th, 2017]
- Panicked Secret Service Says It Lost Encrypted Laptop But It's Fine, Everything's Fine - Gizmodo [Last Updated On: March 18th, 2017] [Originally Added On: March 18th, 2017]
- Google Cloud adds new customer-supplied encryption key partners ... - ZDNet [Last Updated On: March 18th, 2017] [Originally Added On: March 18th, 2017]
- Preseeding Full Disk Encryption - Linux Journal [Last Updated On: March 18th, 2017] [Originally Added On: March 18th, 2017]
- Bypassing encryption: 'Lawful hacking' is the next frontier of law enforcement technology - Boston Business Journal [Last Updated On: March 18th, 2017] [Originally Added On: March 18th, 2017]
- SecurityBrief NZ - Gemalto introduces on-prem encryption key solution for 'highly regulated' organisations - SecurityBrief NZ [Last Updated On: March 21st, 2017] [Originally Added On: March 21st, 2017]
- 'Always Be Concerned': US Court Slaps Down Fifth Amendment Defense of Encryption - Sputnik International [Last Updated On: March 21st, 2017] [Originally Added On: March 21st, 2017]
- Quantum Key System Uses Unbreakable Light-Based Encryption to Secure Data - Photonics.com [Last Updated On: March 21st, 2017] [Originally Added On: March 21st, 2017]
- Wikileaks Only Told You Half The Story -- Why Encryption Matters More Than Ever - Forbes [Last Updated On: March 21st, 2017] [Originally Added On: March 21st, 2017]
- EPA Sued For Withholding Info On Encrypted Text Messages | The ... - Daily Caller [Last Updated On: March 22nd, 2017] [Originally Added On: March 22nd, 2017]
- Opinion Data encryption efforts ramp up in face of growing security threats - Information Management [Last Updated On: March 22nd, 2017] [Originally Added On: March 22nd, 2017]
- Bypassing encryption: Lawful hacking is the next frontier of law enforcement technology - Salon [Last Updated On: March 22nd, 2017] [Originally Added On: March 22nd, 2017]
- NeuVector Announces Container Visualization, Encryption, and Security Solution for NGINX Plus - DABCC.com [Last Updated On: March 23rd, 2017] [Originally Added On: March 23rd, 2017]
- Is encryption one of the required HIPAA implementation specifications? - TechTarget [Last Updated On: March 23rd, 2017] [Originally Added On: March 23rd, 2017]
- Paper Spells Out Tech, Legal Options for Encryption Workarounds - Threatpost [Last Updated On: March 23rd, 2017] [Originally Added On: March 23rd, 2017]
- Encryption debate needs to be nuanced, says FBI's Comey - TechTarget [Last Updated On: March 25th, 2017] [Originally Added On: March 25th, 2017]
- Comey Renews Debate Over Encryption - 550 KTSA [Last Updated On: March 25th, 2017] [Originally Added On: March 25th, 2017]
- UK minister says encryption on messaging services is unacceptable - Reuters [Last Updated On: March 28th, 2017] [Originally Added On: March 28th, 2017]
- The why and how of encrypting files on your Android smartphone - Phoenix Sun [Last Updated On: March 28th, 2017] [Originally Added On: March 28th, 2017]
- UK targets WhatsApp encryption after London attack - Yahoo News [Last Updated On: March 28th, 2017] [Originally Added On: March 28th, 2017]
- Critical flaw alert! Stop using JSON encryption | InfoWorld - InfoWorld [Last Updated On: March 28th, 2017] [Originally Added On: March 28th, 2017]
- SecureMyEmail is email encryption for everyone - TechRepublic - TechRepublic [Last Updated On: March 28th, 2017] [Originally Added On: March 28th, 2017]
- Apple iOS 10.3 will introduce encryption which makes it MORE difficult for cops and spooks to crack into ISIS nuts ... - The Sun [Last Updated On: March 29th, 2017] [Originally Added On: March 29th, 2017]
- How to Analyze An Encryption Access Proposal - Freedom to Tinker [Last Updated On: March 29th, 2017] [Originally Added On: March 29th, 2017]
- Questions for the FBI on Encryption Mandates - Freedom to Tinker [Last Updated On: March 29th, 2017] [Originally Added On: March 29th, 2017]
- Justice Department anti-terror chief keeps pressing on encryption - Politico (blog) [Last Updated On: March 29th, 2017] [Originally Added On: March 29th, 2017]
- UK government can force encryption removal, but fears losing, experts say - The Guardian [Last Updated On: March 29th, 2017] [Originally Added On: March 29th, 2017]
- Encryption FAQs [Last Updated On: March 29th, 2017] [Originally Added On: March 29th, 2017]
- Why isn't US military email protected by standard encryption tech? - Naked Security [Last Updated On: April 9th, 2017] [Originally Added On: April 9th, 2017]
- How have ARM TrustZone flaws affected Android encryption? - TechTarget [Last Updated On: April 9th, 2017] [Originally Added On: April 9th, 2017]
- Keeping the enterprise secure in the age of mass encryption - Information Age [Last Updated On: April 9th, 2017] [Originally Added On: April 9th, 2017]
- Lack of encryption led to Dallas siren hack - WFAA [Last Updated On: April 12th, 2017] [Originally Added On: April 12th, 2017]
- Internet Society tells G20 nations: The web must be fully encrypted - The Register [Last Updated On: April 12th, 2017] [Originally Added On: April 12th, 2017]
- Make Encryption Ubiquitous, Says Internet Society - Infosecurity ... - Infosecurity Magazine [Last Updated On: April 12th, 2017] [Originally Added On: April 12th, 2017]
- Can we encrypt the web while giving governments a backdoor to snoop? - SC Magazine UK [Last Updated On: April 12th, 2017] [Originally Added On: April 12th, 2017]
- Why we need to encrypt everything - InfoWorld [Last Updated On: April 12th, 2017] [Originally Added On: April 12th, 2017]
- Hacked Dallas sirens get extra encryption to fend off future attacks - Computerworld [Last Updated On: April 12th, 2017] [Originally Added On: April 12th, 2017]
- SHA-1 Encryption Has Been Broken: Now What? - Forbes [Last Updated On: April 14th, 2017] [Originally Added On: April 14th, 2017]
- Hewlett Packard Enterprise touts encryption tool for federal clients - The Hill [Last Updated On: April 14th, 2017] [Originally Added On: April 14th, 2017]
- Encryption on the Rise in Age of Cloud - Infosecurity Magazine - Infosecurity Magazine [Last Updated On: April 14th, 2017] [Originally Added On: April 14th, 2017]
- Lawmaker Pushes Bill That Requires Encryption by Pennsylvania State Employees - Government Technology [Last Updated On: April 14th, 2017] [Originally Added On: April 14th, 2017]
- Disk encryption - Wikipedia [Last Updated On: April 14th, 2017] [Originally Added On: April 14th, 2017]
- The apps to use if you want to keep your messages private - Recode [Last Updated On: April 15th, 2017] [Originally Added On: April 15th, 2017]