Carnegie Mellon privacy clinic aims to help protect you from hackers - January 26, 2017
"It is difficult to do anything or go anywhere without having your personal information collected, both online and in the physical world," said Lorrie Cranor, co-director of CMU's Privacy Engineering Master's Program, a faculty member at CyLab, a cyber security research and education institute at the university, and a professor in the departments of Engineering and Public Policy and the Institute for Software Research. "Most of us really want to have some privacy, and it's really important to be educated about who is collecting our data and what we can do to protect our privacy."
Personal Privacy Assistant Uses AI To Learn Users' App Preferences - January 25, 2017
“The number of settings that we have to control has truly become overwhelming and unrealistic,” Norman Sadeh, a professor at Carnegie Mellon’s School of Computer Science, told Digital Trends. “If you have to decide which of these permissions you’re willing to grant, that means that the average user has to configure 150 different permissions. Very, very few people are willing to do that.”
Data Visualization Tools Can Help Stop Cyber Attacks - January 24, 2017
“It’s very hard for analysts to look at 80 columns of a spreadsheet,” says Yang Cai, the director of the CyLab’s Visual Intelligence Studio. “Visualization makes it very easy to see the patterns.”
Keep your texts private in Trump's America (and everywhere else, too) - January 23, 2017
Jason Hong, a privacy and security expert who teaches at Carnegie Mellon University, suggests you look to the pros when choosing your apps. "The strongest signal is just look at, what do all of the cybersecurity experts use? What are they recommending?" said Hong.
7 really cool network and IT research projects - January 17, 2017
As many as 4 in 10 apps with policies could be collecting location information and nearly 1 in 5 could be sharing that data without getting your permission to do so. “Overall, each app appears to exhibit a mean of 1.83 possible inconsistencies and that’s a huge number,” said Norman Sadeh, professor of computer science in CMU’s Institute for Software Research.
Is Your Smartphone Listening to Your Conversations? - January 15, 2017
"There are two possible explanations,” Professor Jason Hong of the School of Computer Science at Carnegie Mellon University explained to Digital Trends. “It’s either coincidence, or they were browsing on a website and happened to see that topic and then talked about it with friends later on. Facebook is actually linked into lots of websites and news sites around the world, so they do collect data about what content you’re looking at and then base ads off of that.
Meet the man responsible for teaching some of the NSA’s best young hackers - January 11, 2017
“The program he’s running at CMU is producing experienced graduates that typically would not have this kind of technical mastery without several years on the job,” said former NSA technical director Bryan Smith. “Brumley has broken down the art of memory corruption and exploit writing into a reproducible science.”
Understanding The Internet Of Things - January 3, 2017
Carnegie Mellon’s Jason Hong gave the matter context when he explained that IoT “represents the third wave of computing. The first wave focused on computation — making the basics of computing work. The second wave centered on networking — connecting all of these computers together in a global network. The third wave, of which we are in the early stages, aims to make computers part of the physical world in which we live. Computation, communication and sensation are being woven into everyday objects, all of which contain, and indeed are, computers.”
Cyber issues are global issues - November 30, 2016
"Oftentimes, technology is created without any input from policymakers. Policies are then enacted after the fact. On cyber issues, we need to be building policy into the technology, getting in on the ground floor instead of trying to retrofit. We need to be entangling policy and technology from the start."
What happens when parents steal their children's identities? - November 29, 2016
The data collected by CyLab suggests that there are three main perpetrators: Organized criminals, illegal immigrants, and family/friends. And while the former two pose very real threats, it's the latter group — family and friends — who experts believe to be the most dangerous. If a stranger steals a child's identity, the responsibility of dealing with it falls on the parents. If a family member steals a child's identity, who is there to help the victim?
CMU prof lands spot on Trump transition team for National Security Council - November 23, 2016
Kyron Skinner, a Carnegie Mellon University associate professor and expert in international relations, U.S. foreign policy and political strategy has been named to President-elect Donald J. Trump’s transition team for the National Security Council.
Biometrics Could Make Passwords Obsolete - November 16, 2016
Choosing which biometric factors to use is still a matter for debate. Mario Savvides, director of the Carnegie Mellon’s CyLab Biometrics Center, isn’t optimistic. “Fingerprints are being widely used, but they have a negative stigma,” Savvides said. “Every time people use a fingerprint sensor they feel like they’ve done a crime.” Smudges and scrapes can also easily invalidate a fingerprint. “I lean toward iris scans,” Savvides said. “It is more secure, in the sense that you are less likely to do anything that might change your iris.”
Carnegie Mellon University Wins National Cyber Analyst Challenge - November 11, 2016
A team from Carnegie Mellon University was awarded $25,000 as the winner of the second National Cyber Analyst Challenge (NCAC), a cyber competition powered by Leidos and administered by Temple University's Institute for Business and Information Technology (IBIT) to fill the ever-growing need for cyber analysts.
Carnegie Mellon researchers visualize way to fend off DDoS attacks - November 8, 2016
Senior Systems Scientist Yang Cai of CyLab's Visual Intelligence Studio says the key is providing visualization of the reams of network traffic data (i.e., IP addresses and time stamps) that IT and security analysts typically examine. This makes it easier to spot patterns, they say.
Want to beat facial recognition? Get some funky tortoiseshell glasses - November 4, 2016
The end result is impressive. The glasses were able to fool both commercial facial recognition software Face++, as well as a more specific model trained exclusively on five researchers and five celebrities. With just the pair of glasses on their faces, the researchers were able to successfully prevent the software from recognising their faces at all, as well as impersonate each other and celebrities including Milla Jovovich and Carson Daly.
These glasses trick facial recognition software into thinking you're someone else - November 3, 2016
The glasses work because they exploit the way machines understand faces. Facial recognition software is often powered by deep learning; systems that crunch through large amounts of data to sift out recurring patterns. In terms of recognizing faces, this could mean measuring the distance between an individual’s pupils, for example, or looking at the slant of their eyebrows or nostrils.
These Glasses Fool Facial Recognition Into Thinking You’re Someone Else - November 2, 2016
The glasses were developed to mislead facial recognition programs that use neural networks (a form of advanced machine learning that mimics the human brain), said researcher and co-creator Mahmood Sharif. The specs had a 90 percent success rate in fooling the facial recognition software Face++, which is used for detection, tracking, and analysis, such as noting a person's age, gender, or identity.
All it takes to steal your face is a special pair of glasses - November 1, 2016
But new research from Carnegie Mellon University shows that facial recognition software is far from secure. In a paper (pdf) presented at a security conference on Oct. 28, researchers showed they could trick AI facial recognition systems into misidentifying faces—making someone caught on camera appear to be someone else, or even unrecognizable as human.
Hackers' entry point traced back to cameras - October 24, 2016
The motive behind a cyber attack that crippled major social media, entertainment and news websites last week remains unclear, but a Chinese surveillance camera maker acknowledged Monday that hackers hijacked its technology to launch the attack. “The short answer is we can only speculate about the intent,” said Vyas Sekar, a faculty member at Carnegie Mellon University's CyLab Security and Privacy Institute. “In the past, we have seen everything from nation states acting to disrupt other people to script kiddies having fun to actual attacks for vengeance or ransom.”
QUIZ: Can You Tell Legitimate Emails from Phishing Scams? - October 6, 2016
"When making decisions about phishing emails, people were more cautious when they were unconfident and perceived very negative consequences of opening a phishing email," CyLab researcher Casey Canfield noted. "Unfortunately, they were often overconfident so they would still fall for phishing attacks."
Phishing still fools people, but at least more are cautious - October 5, 2016
If at this point you are shaking your head at those silly fools who would fall for phishing messages, try CyLab's phishing detection quiz and see if you're still feeling so smug afterwards. "Despite the fact that people were generally cautious, their ability to detect phishing emails was poor enough to jeopardize computer systems," says Casey Canfield, a CyLab researcher from Carnegie Mellon's Department of Engineering and Public Policy, in a statement.
Deep Learning: Achilles Heel in Robo-Car Tests - October 3, 2016
Philip Koopman, professor of Carnegie Mellon Univ., believes the biggest hole in a Federal Automated Policy published late Sept. is in the regulators’ failure to tangle head-on with fundamental difficulties in testing Machine Learning — a problem already known to the scientific/engineering community. “Mapping Machine Learning‐based systems to traditional safety standards is challenging,” Koopman said, “because the training data set does not conform to traditional expectations of software requirements and design.”
How an Old Hacking Law Hampers the Fight Against Online Discrimination - October 1, 2016
How Artificial Intelligence Can Stop Sex Trafficking - September 21, 2016
At Carnegie Mellon University’s CyLab Biometrics Center, director Marios Savvides is focused on victim identification, a problem that’s particularly tough when victims are young. “If a baby is abducted, for example at the age of two or three, at the age of five or six, even their parents won’t be able to identify them facially,” Savvides says. “How do you identify those victims?”
Top Colleges For Cybersecurity - September 19, 2016
Known worldwide for its close working relationship with the CERT Coordination Center, Carnegie Mellon's CyLab is a huge draw for graduate students interested in a range of cybersecurity specializations. This cross-disciplinary institute facilitates research and industry participation from more than six departments and schools at the university and reflects the depth and breadth of CMU's cybersecurity opportunities. It has also been designated a National Center of Academic Excellence (CAE) in Information Assurance/Cyber Defense Education (CAE-IA/CD), Information Assurance/Cyber Defense Research (CAE-R) and Cyber Operations (CAE-Cyber Ops).
David Brumley, also director of Carnegie Mellon University's CyLab Security and Policy Institute, said he doesn't typically agree with the FBI's approach to cybersecurity but does agree with the director on the tape issue. “I would say that's a pretty reasonable thing to do,” said Brumley, who admitted he doesn't tape his webcam. “It doesn't hurt, but by the time they're able to look at your webcam, they're able to capture all our keystrokes anyway.
Children are ideal targets for identity thieves - September 16, 2016
Identity theft victims don’t necessarily have to be adults. According to a study by Carnegie Mellon University’s CyLab, children are 51 times more likely to be a victim of identity theft than adults. Children and teenagers generally lack financial experience. This likely means they have clean credit, basically a blank slate, which makes them ideal targets for identity thieves. Furthermore, since they typically do not start applying for credit until at least early adulthood, a theft is more likely to go undetected for many years, which could create serious consequences.
Review: ‘Streaming, Sharing, Stealing’, by Michael D. Smith and Rahul Telang - September 11, 2016
Streaming, Sharing, Stealing charts the history of film, TV and music industries, going back a century to show how developments in technology and changing consumer habits have created a period of unprecedented change for them. The book, by two professors at Carnegie Mellon University, offers many lessons for executives in the creative industries, as well as serving as a case study of the challenges faced by any industry grappling with disruptive forces.
Sharing, securing data an ongoing project at Census Bureau - September 9, 2016
Tim Ruland, chief information technology security officer at the Census Bureau, said the agency recently completed two phishing exercises — one for employees who work in buildings across the country, while the other was for field representatives — and is also working with Carnegie Mellon University to improve its insider threat network.
Cyber War - August 29, 2016
CyLab director David Brumley: "Right now a lot of the computer security mechanisms we have are really about a person on a keyboard, and that's just too slow. So they put out a Grand Challenge - can we have a fully automated attack and defence system? And that's what this week is about. That's what this challenge is about, can we build fully automatic robot computers that can hack and defend against being hacked?"
The game has changed: 13 security startups to follow on Twitter - August 26, 2016
ForAllSecure, a startup with ties to Carnegie Mellon University, has created a system it calls Mayhem that can scan code for security holes and plug them without any human intervention. Mayhem recently won the $2 million first prize in the Cyber Grand Challenge sponsored by the US Defense Advanced Research Agency at DEF CON 2016 in Las Vegas.
35 Innovators Under 35: Visionaries - August 25, 2016
When programmers create a feature for an app or a website, even something as simple as a calendar, they should code in protections so the personal information that the feature needs to access—such as your location—doesn’t slip out onto the Internet. Needless to say, they sometimes fail, leaving our data to be exploited by hackers. “Just like there are many ways to sink a boat,” says Jean Yang, “there are many ways to leak information.”
Pittsburgh Earning Reputation As Cyber Security Hub - August 16, 2016
“We have the most startups that are literally winning the field against larger companies and really paving the way,” Carnegie Mellon CyLab director David Brumley said. “So, Pittsburgh really is poised to become the center for cyber security.”
Uber’s First Self-Driving Fleet Arrives in Pittsburgh This Month - August 16, 2016
The city is home to Carnegie Mellon University’s robotics department, which has produced many of the biggest names in the newly hot field. Sebastian Thrun, the creator of Google’s self-driving car project, spent seven years researching autonomous robots at CMU, and the project’s former director, Chris Urmson, was a CMU grad student.
There’s a new way to make strong passwords, and it’s way easier - August 11, 2016
CyLab Researcher Lorrie Cranor said NIST’s draft rules send a signal to agencies and companies that the revamped password guidelines have the blessing of the federal government. “One of the things we’ve seen when we talk to companies is they say, ‘Well, this is all good,’ but I can’t change things until I have something I can point to,” Cranor said. Now, they can point to NIST special publication 800-63, which still needs final approval.
Our Fingerprints Are Portals Into Our Digital Lives — But the Laws Haven't Caught Up - August 10, 2016
"Law enforcement often has legitimate reasons for needing this kind of data, but the scale and fidelity of this kind of data goes well beyond anything else we've ever had," Jason Hong, associate professor of computer science and CyLab at Carnegie Mellon University said in an email.
Why Is This College Hacking Team So Freaking Good? - August 9, 2016
“We’re pretty proud,” CyLab director David Brumley says. “Every year it’s more competitive, it was really tough this year. You have people on other teams who [when they’re not competing] are making hundreds of thousands of dollars finding bugs. We’re also excited because automation is a new thing now, you’re starting to see some teams operate like Cyborgs. It’s going to be exciting to see what the future looks like.”
This System Won a DARPA Contest by Hacking Its Rivals - August 5, 2016
Carnegie Mellon CyLab director David Brumley, a co-founder of Mayhem’s team ForAllSecure, is a passionate advocate for the CGC. In a blog post ahead of the final, he explained that the competition gives researchers a chance to compare, contrast, and work out the best ways systems could automatically fix themselves. “Think about it: if we could develop computers that could automatically find vulnerabilities, then the good guys could fix them first,” Brumley said.
Seven automated hacking systems will compete for a $2 million prize on Thursday - August 2, 2016
"A vulnerability isn’t like a pothole that you have to recognize in an image," says Carnegie Mellon CyLab director David Brumley. "It’s a really subtle problem."
Security Bots Will Battle in Vegas for Darpa’s Hacking Crown - July 28, 2016
The promise is there, with many online operations,including Google, already exploring automated security. Darpa’s contest will only accelerate this movement, says David Brumley, the director of Carnegie Mellon’s security and privacy institute, who’s leading another team in the competition. And that couldn’t come at a better time, he says, as more and more online devices—the so-called Internet of Things—move into daily life.
Carnegie Mellon professor gets $1.1M to secure appliances - July 27, 2016
Hackers will have many more gateways into personal data, business accounts or public infrastructure as more and more toasters, refrigerators, light switches, garage doors, outlets, thermostats, cars and other items are connected to the Internet. “There's a saying in network security that your network is only as secure as your weakest link, and these could become the weakest link,” Sekar, a faculty member in CMU's CyLab Security and Privacy Institute, said.
Shedding light on the dark web - July 16, 2016
Other developments are making the job of law-enforcement harder. Tails, an operating system popular among dark-web fans, blocks almost all non-anonymous communication to or from a computer. Nicolas Christin and Kyle Soska, another CyLab cyber-security expert, found that the share of vendors using PGP encryption jumped from about 25% in July 2013 to over 90% in January 2015. “Bitcoin-tumblers” make the digital currency harder to trace
While you track Pokémon, Pokémon Go tracks you - July 11, 2016
CyLab's Jason Hong talks about privacy implications in the new PokemonGo app with USA Today. “That’s the challenge with this data,” Hong says. “It can potentially be used for good and bad as well."
Now the 100 individual privacy settings you need to set on your phone can be done in a single app - July 10, 2016
The result is not more privacy. It’s confusion. “Most people although they care about privacy won’t spend huge amounts of time playing with those settings,” said computer science and CyLab researcher Norman Sadeh at Carnegie Mellon University in an interview. “Doing the right thing in this space means, in principle, giving more control to users but it becomes unmanageable and underused. We’ve developed technology to assist users with these settings”
Researchers build a smart privacy app to keep you safe - July 6, 2016
“It’s clear that people just can’t cope with the complexities of privacy settings associated with the apps they have on their smartphones,” said Norman Sadeh, professor of computer science and CyLab researcher at Carnegie Mellon. “And it’s not just smartphone apps. The growing number of sensors and other smart devices that make up the so-called internet of things will impact privacy and make it even more challenging for users to retain control over their data and how it is being used.”
Driverless Cars Will Face Moral Dilemmas - June 23, 2016
“This question of ethics has become a popular topic with people who don’t work on the technology,” says Ragunathan “Raj” Rajkumar, a professor of electrical and computer engineering in Carnegie Mellon University’s CyLab and veteran of the university’s efforts to develop autonomous vehicles, including the Boss SUV that won the DARPA 2007 Urban Challenge. “AI does not have the same cognitive capabilities that we as humans have,” he adds.
Self-driving car changes ‘driver’ to ‘instructor’ - June 1, 2016
Think of it as driver education with the car as the student and you as the instructor. That’s what it’s like in the latest version of Carnegie Mellon University’s self-driving car, a 2011 Cadillac SRX on display Wednesday in Schenley Park. CMU professor and CyLab researcher Raj Rajkumar gave demonstration rides to officials and the media after a news conference to announce legislation and a task force to oversee safe development of self-driving cars.
When Computers Stand in the Schoolhouse Door - May 16, 2016
Anupam Datta, a professor of computer science and researcher at Carnegie Mellon CyLab in Pittsburgh, PA, created AdFisher, a program that simulates browsing behavior and collects information about the ads returned after Google searches. The tool discovered more ads related to higher-paying jobs were served to men than were presented to women.
People Understand How to Make Good Passwords, But Still Don't - May 13, 2016
"They understand that this password is stronger than that password, as a rule, but they don’t know how strong is strong enough,” Lujo Bauer, a researcher at Carnegie Mellon CyLab, and one of the authors of the study, told Motherboard. “Right now we’re giving users bad instructions about how to create passwords, we’re giving them poor feedback about whether their password is good, and then we’re surprised when they create poor passwords,” Bauer said.
7 Password Experts on How to Lock Down Your Online Security - May 5, 2016
“Put your digits, symbols, and capital letters spread throughout the middle of your password, not at the beginning or end,” says Lorrie Faith Cranor, FTC Chief Technologist and Carnegie Mellon CyLab researcher. “Most people put capital letters at the beginning and digits and symbols at the end. If you do that, you get very little benefit from adding these special characters.”
Indeed, the amount of data that cybersecurity professionals and researchers contend with can be overwhelming, and the amount of information on cyberattacks and malware is growing expeditiously every day. "As a rule of thumb, AI benefits tremendously the more data that you have," said David Brumley, director of Carnegie Mellon CyLab and the cofounder of the cybersecurity startup ForAllSecure.
How to Safeguard Your Children’s Credit - May 3, 2016
In their 2010 report, the Federal Trade Commission reported that 8 percent of total complaints received involved someone 19-years-old and under. In a recent 2011 Carnegie Mellon CyLab Report, children were reported to be 51 times more likely to become victims of identity than adults."Carnegie Mellon University is proud to offer 50+ courses in cybersecurity and privacy. And that's not counting security concepts taught in modules in courses such as computer systems, networking, compilers, imperative programming, and others. CMU believes security is fundamental, and has created an entire University-level institute called CyLab to bring together end-to-end expertise to help solve todays security and privacy challenges," CyLab director David Brumley said in an email to SCMagzine.com.
Hackers Can Be Our Cybersecurity Allies - March 27, 2016
Carnegie Mellon CyLab director David Brumley explains, "The problem is lack of talent. A recent report by the University of Massachusetts Boston found that 60% of colleges don’t even offer courses in network or information security. To keep up with our competitors, America needs to cultivate the next generation of cybersecurity personnel in colleges and high schools across the country."
Protect Yourself Online By Protecting Your Passwords - March 22, 2016
“Using different passwords on different accounts is important,” said Lujo Bauer, a computer security expert as Carnegie Mellon University’s Cylab. He says creating strong passwords is vital because hackers have software that use billions of password combinations to break into an account.
Driverless Cars Must Have Steering Wheels, Brake Pedals, Feds Say - March 16, 2016
Efforts to shut out human drivers notwithstanding, stepwise automation of various features offers a more realistic short-term view of how the shift to driverless cars will play out, according to Ragunathan “Raj” Rajkumar, a professor of electrical and computer engineering in Carnegie Mellon University’s CyLab and veteran of the university’s efforts to develop autonomous vehicles, including the Boss SUV that won the DARPA 2007 Urban Challenge. “The transition to roadways filled with driverless drones will be gradual,” he says. “People will buy cars with more and more autonomous features in the coming years until, sometime in the 2020s, the majority of vehicles on the road will for the most part be fully autonomous.”
Views on Hackers and the Need to Rethink Cybersecurity From David Brumley, Director of CyLab, Carnegie Mellon University - March 7, 2016
"We need to see, as a national priority, cybersecurity put at the same level as STEM (Science, Technology, Engineering and Mathematics), at the same level as learning math or arithmetic." says Carnegie Mellon CyLab director David Brumley.
Forcing People to Change Their Passwords Isn’t Just Annoying. It’s Counterproductive. - March 3, 2016
But Lorrie Cranor, who studies security usability at Carnegie Mellon CyLab in addition to her role at the FTC, wrote on Wednesday that requiring frequent password changes can degrade users' password quality. People end up reusing passwords on a loop or making tiny changes to a base password. "I have heard from many users that they include the month (and sometimes year) of the password change in their passwords as an easy way to remember frequently changed passwords," Cranor writes.
Why changing your password regularly may do more harm than good - March 2, 2016
But according to the Federal Trade Commission's chief technologist and Carnegie Mellon CyLab researcher, Lorrie Cranor, the strategy has some major holes. "Unless there is reason to believe a password has been compromised or shared, requiring regular password changes may actually do more harm than good in some cases," Cranor wrote Wednesday in a blog post entitled "Time to rethink mandatory password changes."
Apple Encryption Battle Points Out Lack of Unified Cybersecurity Ethics Code - February 29, 2016
David Brumley, director of CyLab, Carnegie Mellon University’s security and privacy institute, agrees that the lack of ethical standards makes the situation difficult to judge. “I don’t think there’s an industry-wide definition,” he said. “There’s a lot of discussion of ethics, but that really hasn’t involved modern computer security and privacy experts.”
CMU Research Makes Password Data More Secure - February 29, 2016
Anupam Datta, an associate professor of computer science and CyLab researcher at CMU, said in the right hands, that information helps organizations determine how strict to make their password standards. “If there aren’t like, these very large numbers of users who are picking one particularly common password like ‘123456’ then, perhaps, the number of attempts that can be given to users can be made higher,” Datta said.
Researchers devise method to share password data safely - February 28, 2016
“This is the first time a major company has released frequency information on user passwords,” said Anupam Datta, associate professor of computer science and electrical and computer engineering at CMU. “It’s the kind of information that legitimate researchers can use to assess the impact of a security breach and to make informed decisions about password defenses. This is extremely valuable, so we hope other organizations will follow Yahoo’s lead.”
In FBI versus Apple, government strengthened tech’s hand on privacy - February 25, 2016
The ongoing fight between Apple and the FBI over breaking into the iPhone maker’s encryption system to access a person’s data is becoming an increasingly challenging legal issue.
Service Academy CyberStakes Proves Worth as Learning Tool - February 16, 2016
“In CyberStakes we make computer security a practiced skill,” Carnegie Mellon CyLab director David Brumley explained. “We encapsulate the essence of concepts like finding vulnerabilities, exploitation and defenses into hands-on exercises in a game environment. By playing the game, students solve problems, get better and can deliberately practice skills.”
Easily Concealable Devices Remotely Steal Data From Older Credit Cards - February 16, 2016
“You can imagine someone stealing your identity, running up debt, buying things they shouldn’t be able to, accessing other information about you,” said Carnegie Mellon CyLab Prof. and Researcher Anthony Rowe.
Cyber research leads to STIDS 'best paper' - February 12, 2016
Network defense collaborations between university and Army researchers have led to a best paper award at a recent technology security conference. A team comprised of members from the U.S. Army Research Laboratory and Carnegie Mellon CyLab are pursuing a novel way to use technology that eases the detection burden on analysists that monitor networks around the clock.
Self-Driving Cars in 10 Years? How $4B Could Make it a Reality - January 28, 2016
When DARPA held its third race in 2007, six cars crossed the finish line — including one from the winner, a team from Carnegie Mellon University led by CyLab researcher Raj Rajkumar, who remains a professor of electrical and computer engineering at the school. "I really like the size of the investment," Rajkumar told NBC News. "I think it's good for the technology and for society at large."
The firms who will beat Google to get us into self-driving cars - January 11, 2016
Raj Rajkumar of Carnegie Mellon CyLab in Pittsburgh, Pennsylvania, identifies multiple ways in which companies can build maps for their robot cars. The first is Google’s “do everything” approach: the company controls its entire driverless car operations, gathering the map data itself and processing it for the intelligent software that drives its cars. “Crowdsourcing is the traditional car companies’ very, very big advantage,” says Rajkumar. “There’s an interesting competition ahead.”
Do People Really Buy Guns On The Dark Web? - January 7, 2016
CyLab Researcher Nicolas Christin says, "Weapons represent a very small portion of the overall trade on anonymous marketplaces. There is some trade, but it is pretty much negligible." Drugs are far more common. Specifically, MDMA and marijuana each account for about 25% of sales on the dark web, according to Christin's research.