AI

Deep Neural Networks for Bot Detection (arxiv.org) 17

From a research paper on Arxiv: The problem of detecting bots, automated social media accounts governed by software but disguising as human users, has strong implications. For example, bots have been used to sway political elections by distorting online discourse, to manipulate the stock market, or to push anti-vaccine conspiracy theories that caused health epidemics. Most techniques proposed to date detect bots at the account level, by processing large amount of social media posts, and leveraging information from network structure, temporal dynamics, sentiment analysis, etc. In this paper [PDF], we propose a deep neural network based on contextual long short-term memory (LSTM) architecture that exploits both content and metadata to detect bots at the tweet level: contextual features are extracted from user metadata and fed as auxiliary input to LSTM deep nets processing the tweet text.
Microsoft

LinkedIn Users Will Soon Know What Jobs Pay Before Applying for Them (adweek.com) 40

LinkedIn just introduced a way to help its members avoid going through the interview process for jobs with salaries that do not meet their expectations. From a report: The professional network announced the rollout of Salary Insights, which will add estimated or expected salary ranges to open roles, getting the numbers either through salary ranges provided by employers or estimated ranges from data submitted by members. The feature will launch "in the coming weeks." Salary Insights marks the next step after LinkedIn Salary, which the professional network launched in November 2016 to provide its users with information on salaries, bonuses and equity data for specific job titles, as well as factors that impact those salaries, including experience, industry, company size, location and education level.
The Courts

Judge Won't Let FCC's Net Neutrality Repeal Stop Lawsuit Alleging Charter Throttled Netflix (hollywoodreporter.com) 33

An anonymous reader quotes a report from The Hollywood Reporter: [I]n the first significant decision referring to the repeal [of net neutrality] since FCC chairman Ajit Pai got his way, a New York judge on Friday ruled that the rescinding of net neutrality rules wasn't relevant to an ongoing lawsuit against Charter Communications. New York Attorney General Eric Schneiderman filed the lawsuit almost exactly a year ago today. It's alleged that Charter's Spectrum-TWC service promised internet speeds it knew it couldn't deliver and that Spectrum-TWC also misled subscribers by promising reliable access to Netflix, online content and online games. According to the complaint, the ISP intentionally failed to deliver reliable service in a bid to extract fees from backbone and content providers. When Netflix wouldn't pay, this "resulted in subscribers getting poorer quality streams during the very hours when they were most likely to access Netflix," and after Netflix agreed to pay demands, service "improved dramatically." This arguably is the kind of thing that net neutrality was supposed to prevent. And Charter itself pointed to the net neutrality repeal in a bid to block Schneiderman's claims that Charter had engaged in false advertising and deceptive business practices. New York Supreme Court Justice O. Peter Sherwood isn't sold.

He writes in an opinion that the FCC's order "which promulgates a new deregulatory policy effectively undoing network neutrality, includes no language purporting to create, extend or modify the preemptive reach of the Transparency Rule," referring to how ISPs have to disclose "actual network performance." And although Charter attempted to argue that the FCC clarified its intent to stop state and local governments from imposing disclosure obligations on broadband providers that were inconsistent with FCC's rules, Sherwood notes other language from the "Restoring Internet Freedom Order" how states will "continue to play their vital role in protecting consumers from fraud, enforcing fair business practices... and generally responding to consumer inquiries and complaints."

Government

Facebook Must Stop Tracking Belgian Users, Court Rules (mercurynews.com) 83

Facebook must stop tracking Belgian users' surfing outside the social network and delete data it's already gathered, or it will face fines of 250,000 ($312,000) euros a day, a Belgian court ruled. From a report: Facebook "doesn't sufficiently inform" clients about the data it gathers on their broader web use, nor does it explain what it does with the information or say how long it stores it, the Brussels Court of First Instance said in a statement. The social network is coming under increasing fire in Europe, with a high-profile German antitrust probe examining whether it unfairly compels users to sign up to restrictive privacy terms. Belgium's data-protection regulators have targeted the company since at least 2015 when a court ordered it to stop storing non-users' personal data.
Twitter

Pro-Gun Russian Bots Flood Twitter After Parkland Shooting (wired.com) 680

An anonymous reader quotes a report from Wired: In the wake of Wednesday's Parkland, Florida school shooting, which resulted in 17 deaths, troll and bot-tracking sites reported an immediate uptick in related tweets from political propaganda bots and Russia-linked Twitter accounts. Hamilton 68, a website created by Alliance for Securing Democracy, tracks Twitter activity from accounts it has identified as linked to Russian influence campaigns. On RoBhat Labs' Botcheck.me, a website created by two Berkeley students to track 1500 political propaganda bots, all of the top two-word phrases used in the last 24 hours -- excluding President Trump's name -- are related to the tragedy: School shooting, gun control, high school, Florida school. The top hashtags from the last 24 hours include Parkland, guncontrol, and guncontrolnow.

While RoBhat Labs tracks general political bots, Hamilton 68 focuses specifically on those linked to the Russian government. According to the group's data, the top link shared by Russia-linked accounts in the last 48 hours is a 2014 Politifact article that looks critically at a statistic cited by pro-gun control group Everytown for Gun Safety. Twitter accounts tracked by the group have used the old link to try to debunk today's stats about the frequency of school shootings. Another top link shared by the network covers the "deranged" Instagram account of the shooter, showing images of him holding guns and knives, wearing army hats, and a screenshot of a Google search of the phrase "Allahu Akbar." Characterizing shooters as deranged lone wolves with potential terrorist connections is a popular strategy of pro-gun groups because of the implication that new gun laws could not have prevented their actions. Meanwhile, some accounts with large bot followings are already spreading misinformation about the shooter's ties to far-left group Antifa, even though the Associated Press reported that he was a member of a local white nationalist group. The Twitter account Education4Libs, which RoBhat Labs shows is one among the top accounts tweeted at by bots, is among the prominent disseminators of that idea.

Microsoft

Windows 10 Compatibility Issues Forcing US Air Force To Scrap a Significant Number of Computers (betanews.com) 147

The US Department of Defense has decreed that the Air Force must complete its migration to Windows 10 by March 31 2018. From a report: Failure to do so will result in any systems not running Microsoft's latest operating system being denied access to the Air Force Network. However, because Windows 10 is not compatible with many of the Air Force's existing systems, a significant number of computers will need to be replaced in order to hit the deadline.
AI

AI is Helping Seismologists Detect Earthquakes They'd Otherwise Miss (theverge.com) 32

Using the same tools we use for voice detection, scientists are uncovering tiny earthquakes hidden in the data. From The Verge: Oklahoma never used to be known for its earthquakes. Before 2009, the state had roughly two quakes of magnitude three and above each year. In 2015, this tally rocketed to more than 900, though it's calmed since, falling to 304 last year. This sudden increase is thought to be caused by the disposal of wastewater by the state's booming fracking industry, and it's caught seismologists off-guard. As a historically quake-free area, Oklahoma doesn't have enough equipment to detect and locate all of these quakes, making it hard to investigate their root cause. The solution proposed by Perol and his colleagues from Harvard University's engineering and earth sciences departments is to use artificial intelligence to amplify the sensitivity of the state's earthquake detectors, otherwise known as seismographs. In a paper published today in the journal Science Advances, they show how effective this technique is -- capable of detecting 17 times more earthquakes than older methods in a fraction of the time. The method is similar to the voice detection software used by digital assistants like Alexa and Siri.
Businesses

Snapchat Petition Attracts One Million Signatures (bbc.com) 51

One million people have signed a petition calling on Snapchat to roll back its latest redesign. From a report: The changes were intended to separate interactions with friends from branded content -- including that of celebrities and influencers. Snapchat founder Evan Spiegel wrote in a blog post that he believed blurring the two had contributed to the rise of fake news. However, thousands of Snapchat users say that the new layout is hard to use. Nic Rumsey, who set up the petition, wrote that some are using Virtual Private Network (VPN) apps -- which use servers abroad to mask the location of a device -- in order to access the older version of the platform: "That's how annoying this update has become," he said. "Many 'new features' are useless or defeat the original purposes Snapchat has had for the past years." The petition, posted on the change.org website, is one of several appealing to Snapchat to revert to its previous state.
Hardware

MIT Develops New Chip That Reduces Neural Networks' Power Consumption by Up to 95 Percent (mit.edu) 55

MIT researchers have developed a special-purpose chip that increases the speed of neural-network computations by three to seven times over its predecessors, while reducing power consumption 94 to 95 percent. From a report: That could make it practical to run neural networks locally on smartphones or even to embed them in household appliances. "The general processor model is that there is a memory in some part of the chip, and there is a processor in another part of the chip, and you move the data back and forth between them when you do these computations," says Avishek Biswas, an MIT graduate student in electrical engineering and computer science, who led the new chip's development. "Since these machine-learning algorithms need so many computations, this transferring back and forth of data is the dominant portion of the energy consumption. But the computation these algorithms do can be simplified to one specific operation, called the dot product. Our approach was, can we implement this dot-product functionality inside the memory so that you don't need to transfer this data back and forth?"
Ubuntu

Ubuntu Wants To Collect Data About Your System -- Starting With 18.04 LTS (fossbytes.com) 207

In an announcement on Ubuntu mailing list, Will Cooke, on behalf of the Ubuntu Desktop team, announced Canonical's plans to collect some data related to the users' system configuration and the packages installed on their machines. From a report: Before you read anything further, it's important to note that users will have the option to opt-out of this data collection. The company plans to add a checkbox to the installer, which would be checked by default. The option could be like: "Send diagnostics information to help improve Ubuntu." As per your convenience, you can opt-out during the installation. An option to do the same will also be made available in the Privacy panel of GNOME Settings. With this data collection, the team wishes to improve the daily experiences of the Ubuntu users. It's worth noting that the collected data will be sent over encrypted connections and no IP addresses will be tracked. To be precise, the collected data will include: flavour and version of Ubuntu, network connectivity or not, CPU family, RAM, disk(s) size, screen(s) resolution, GPU vendor and model, OEM manufacturer, location (based on the location selection made during install), no IP information, time taken for Installation, auto-login enabled or not, disk layout selected, third party software selected or not, download updates during install or not, livePatch enabled or not.
Youtube

YouTube TV Is Adding More Channels, But It's Also Getting More Expensive (theverge.com) 77

YouTube's internet TV streaming service is expanding its programming with the addition of several Turner networks including TBS, TNT, CNN, Adult Swim, Cartoon Network, truTV, and Turner Classic Movies. YouTube TV is also bringing NBA TV and MLB Network to the base lineup. NBA All Access and MLB.TV will be offered as optional paid add-ons "in the coming months." The downside? The price of the service is going up. The Verge reports: Starting March 13th, YouTube TV's monthly subscription cost will rise from $35 to $40. All customers who join the service prior to the 13th will be able to keep the lower $35 monthly rate going forward. And if you've been waiting for YouTube to add Viacom channels, that still hasn't happened yet. Hopefully these jumps in subscription cost won't happen very often. Otherwise these internet TV businesses might suddenly start feeling more like cable (and not in a good way). The Verge also mentions that YouTube TV is adding a bunch of new markets including: Lexington, Dayton, Honolulu, El Paso, Burlington, Plattsburgh, Richmond, Petersburg, Mobile, Syracuse, Champaign, Springfield, Columbia, Charleston, Harlingen, Wichita, Wilkes-Barre, and Scranton.
Privacy

Seattle To Remove Controversial City Spying Network After Public Backlash (seattletimes.com) 83

schwit1 shares a report from Activist Post: Following years of resistance from citizens, the city of Seattle has decided to completely remove controversial surveillance equipment -- at a cost of $150,000. In November 2013, Seattle residents pushed back against the installation of several mesh network nodes attached to utility poles around the downtown area. The American Civil Liberties Union of Washington and privacy advocates were immediately concerned about the ability of the nodes to gather user information via the Wi-Fi connection. The Seattle Times reports on the latest developments: "Seattle's wireless mesh network, a node of controversy about police surveillance and the role of federal funding in city policing, is coming down. Megan Erb, spokeswoman for Seattle Information Technology, said the city has budgeted $150,000 for contractor Prime Electric and city employees to remove dozens of surveillance cameras and 158 'wireless access points' -- little, off-white boxes with antennae mounted on utility poles around the city."

The nodes were purchased by the Seattle Police Department via a $3.6 million grant from the Department of Homeland Security. The Seattle Police Department argued the network would be helpful for protecting the port and for first-responder communication during emergencies. As the Times notes, "the mesh network, according to the ACLU, news reports and anti-surveillance activists from Seattle Privacy Coalition, had the potential to track and log every wireless device that moved through its system: people attending protests, people getting cups of coffee, people going to a hotel in the middle of the workday." However, by November 2013, SPD spokesman Sean Whitcomb announced, "The wireless mesh network will be deactivated until city council approves a draft (privacy) policy and until there's an opportunity for vigorous public debate." The privacy policy for the network was never developed and, instead, the city has now opted to remove the devices at a cost of $150,000. The Times notes that, "crews are tearing its hardware down and repurposing the usable parts for other city agencies, including Seattle Department of Transportation traffic cameras."

Businesses

'Troll' Loses Cloudflare Lawsuit, Has Weaponized Patent Invalidated (arstechnica.com) 48

A federal judge in San Francisco has unequivocally ruled against a non-practicing entity that had sued Cloudflare for patent infringement. From a report: The judicial order effectively ends the case that Blackbird -- which Cloudflare had dubbed a "patent troll" -- had brought against the well-known security firm and content delivery network. "Abstract ideas are not patentable," US District Judge Vincent Chhabria wrote in a Monday order. The case revolved around US Patent No. 6,453,335, which describes providing a "third party data channel" online. When the case was filed in May 2017, the invention claims it can incorporate third-party data into an existing Internet connection "in a convenient and flexible way."
The Courts

Comcast Sues Vermont Over Conditions On New License Requiring the Company To Expand Its Network (vtdigger.org) 180

An anonymous reader quotes a report from VTDigger: Cable television giant Comcast is suing the Vermont Public Utility Commission over the panel's decision to require the company to expand its network and step up support for community access TV if it wants to continue doing business in Vermont. A key issue is the services Comcast must provide to local community access systems that carry municipal government and school board meetings and other local events. The 26 community access systems have been pushing -- against resistance by Comcast -- for high-definition video, greater ability to operate from remote locations, and inclusion in the interactive program guides that Comcast customers can use to decide what to watch. The PUC -- formerly known as the Public Service Board -- in January issued a new 11-year permit for Comcast to operate in Vermont. In July the panel rejected the company's request to drop some of the conditions attached to the permit.

In a lawsuit filed Monday in U.S. District Court in Burlington, Comcast argued that the PUC "exceeded its authority under federal and Vermont law" by imposing "numerous conditions on Comcast's continued cable operations in the state that are arbitrary, unprecedented and will ultimately harm local cable subscribers by resulting in millions of dollars in increased cable costs." It said the commission "did so despite overwhelming record evidence that Vermont cable subscribers do not want to incur any additional costs or fees for the kinds of conditions imposed" in the commission's January order.

Facebook

Facebook 'Likes' Are a Powerful Tool For Authoritarian Rulers, Court Petition Says (qz.com) 59

A Cambodian opposition leader has filed a petition in a California court against Facebook, demanding the company disclose its transactions with his country's authoritarian prime minister, whom he accuses of falsely inflating his popularity through purchased "likes" and spreading fake news. From a report: The petition, filed Feb. 8, brings the ongoing debate over Facebook's power to undermine democracies into a legal setting. The petitioner, Sam Rainsy, says that Hun Sen, the prime minister, "has used the network to threaten violence against political opponents and dissidents, disseminate false information, and manipulate his (and the regime's) supposed popularity, thus seeking to foster an illusion of popular legitimacy." Rainsy alleges that Hun had used "click farms" to artificially boost his popularity, effectively buying "likes." The petition says that Hun had achieved astonishing Facebook fame in a very short time, raising questions about whether this popularity was legitimate.
Programming

Researchers Create Simulation Of a Simple Worm's Neural Network (tuwien.ac.at) 75

ClockEndGooner writes: Researchers at the Technische Universitat Wein have created a simulation of a simple worm's neural network, and have been able to replicate its natural behavior to completely mimic the worm's natural reflexive behavior. According to the article, using a simple neural network of 300 neurons, the simulation of "the worm can find its way, eat bacteria and react to certain external stimuli. It can, for example, react to a touch on its body. A reflexive response is triggered and the worm squirms away. This behavior is determined by the worm's nerve cells and the strength of the connections between them. When this simple reflex network is recreated on a computer, the simulated worm reacts in exactly the same way to a virtual stimulation -- not because anybody programmed it to do so, but because this kind of behavior is hard-wired in its neural network." Using the same neural network without adding any additional nerve cells, Mathias Lechner, Radu Grosu, and Ramin Hasani were able to have the nematode simulation learn to balance a pole "just by tuning the strength of the synaptic connections. This basic idea (tuning the connections between nerve cells) is also the characteristic feature of any natural learning process."
Bitcoin

Attackers Drain CPU Power From Water Utility Plant In Cryptojacking Attack (eweek.com) 76

darthcamaro writes: Apparently YouTube isn't the only site that is draining CPU power with unauthorized cryptocurrency miners. A water utility provider in Europe is literally being drained of its CPU power via an cryptojacking attack that was undetected for three weeks. eWeek reports: "At this point, Radiflow's (the security firm that discovered the cryptocurrency mining malware) investigation indicates that the cryptocurrency mining malware was likely downloaded from a malicious advertising site. As such, the theory that Radiflow CTO Yehonatan Kfir has is that an operator at the water utility was able to open a web browser and clicked on an advertising link that led the mining code being installed on the system. The actual system that first got infected is what is known as a Human Machine Interface (HMI) to the SCADA network and it was running the Microsoft Windows XP operating system. Radiflow's CEO, Ilan Barda, noted that many SCADA environments still have Windows XP systems deployed as operators tend to be very slow to update their operating systems." Radiflow doesn't know how much Monero (XMR) cryptocurrency was mined by the malware, but a recent report from Cisco's Talos research group revealed that some of the top un-authorized cryptocurrency campaigns generate over a million dollars per year. The average system would generate nearly $200,000 per year.
Communications

Fake News Sharing In US Is a Rightwing Thing, Says Oxford Study (theguardian.com) 997

An anonymous reader quotes a report from The Guardian: Low-quality, extremist, sensationalist and conspiratorial news published in the U.S. was overwhelmingly consumed and shared by rightwing social network users, according to a new study from the University of Oxford. The study, from the university's "computational propaganda project", looked at the most significant sources of "junk news" shared in the three months leading up to Donald Trump's first State of the Union address this January, and tried to find out who was sharing them and why. "On Twitter, a network of Trump supporters consumes the largest volume of junk news, and junk news is the largest proportion of news links they share," the researchers concluded. On Facebook, the skew was even greater. There, "extreme hard right pages -- distinct from Republican pages -- share more junk news than all the other audiences put together." The research involved monitoring a core group of around 13,500 politically-active U.S. Twitter users, and a separate group of 48,000 public Facebook pages, to find the external websites that they were sharing.
The Internet

FCC Report Claims Broken Broadband Market Has Been Fixed By Killing Net Neutrality (vice.com) 116

An anonymous reader quotes a report from Motherboard: The FCC has released a new report falsely claiming that the agency's attack on net neutrality is already paying huge dividends when it comes to sector investment and competition. Unfortunately for the FCC, the data the agency is relying on to "prove" this claim comes from before current FCC boss Ajit Pai even took office and doesn't remotely support that conclusion. The Trump FCC's latest broadband deployment report [concludes] that "advanced telecommunications capability is being deployed to all Americans in a reasonable and timely fashion." That claim comes despite the fact that this same data also shows that two thirds of U.S. homes lack access to 25 Mbps broadband from more than one ISP, resulting in numerous broadband monopolies in markets nationwide.

An accompanying press release goes on to claim that "steps taken last year have restored progress by removing barriers to infrastructure investment, promoting competition, and restoring the longstanding bipartisan light-touch regulatory framework for broadband that had been reversed by the Title II Order." The FCC has repeatedly tried to claim that the FCC's 2015 net neutrality rules devastated sector investment -- despite the fact this is easily disproved by ISP earnings reports, SEC filings, and numerous CEO statements to investors. That hasn't stopped this FCC from repeating this claim anyway, apparently hoping that repetition forges reality.
"The problem: these deployments aren't new, and industry watchers note that they all technically began under the oversight of the previous FCC," Motherboard concludes. "All of the examples provided by the agency cite deployments that predominantly occurred in 2017 as the result of obligations attached to mergers or subsidies under the previous Tom Wheeler-run FCC."
Bug

A Flaw In Hotspot Shield Can Expose VPN Users, Locations (zdnet.com) 25

An anonymous reader quotes a report from ZDNet: A security researcher has found a way to identify users of Hotspot Shield, a popular free virtual private network service that promises its users anonymity and privacy. Hotspot Shield, developed by AnchorFree, has an estimated 500 million users around the world relying on its privacy service. By bouncing a user's internet and browsing traffic through its own encrypted pipes, the service makes it harder for others to identify individual users and eavesdrop on their browsing habits. But an information disclosure bug in the privacy service results in a leak of user data, such as which country the user is located, and the user's Wi-Fi network name, if connected. That information leak can be used to narrow down users and their location by correlating Wi-Fi network name with public and readily available data.

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