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Data profiling can be an extremely powerful tool for psychological and social network analysis. A skilled analyst can discover facts about a person that they might not even be consciously aware of themselves.
Economic such as credit card purchases and social such as telephone calls and emails transactions in modern society create large amounts of stored data and records.
In the past, this data was documented in paper records, leaving a " paper trail ", or was simply not documented at all.
Correlation of paper-based records was a laborious process—it required human intelligence operators to manually dig through documents, which was time-consuming and incomplete, at best.
But today many of these records are electronic, resulting in an " electronic trail ". Every use of a bank machine, payment by credit card, use of a phone card, call from home, checked out library book, rented video, or otherwise complete recorded transaction generates an electronic record.
Public records—such as birth, court, tax and other records—are increasily being digitized and made available online.
In addition, due to laws like CALEA , web traffic and online purchases are also available for profiling.
Electronic record-keeping makes data easily collectable, storable, and accessible—so that high-volume, efficient aggregation and analysis is possible at significantly lower costs.
Information relating to many of these individual transactions is often easily available because it is generally not guarded in isolation, since the information, such as the title of a movie a person has rented, might not seem sensitive.
However, when many such transactions are aggregated they can be used to assemble a detailed profile revealing the actions, habits, beliefs, locations frequented, social connections , and preferences of the individual.
The centers will collect and analyze vast amounts of data on U. It will get this data by consolidating personal information from sources such as state driver's licensing agencies, hospital records, criminal records, school records, credit bureaus, banks, etc.
Under United States v. Miller , data held by third parties is generally not subject to Fourth Amendment warrant requirements. Corporate surveillance is the monitoring of a person or group's behavior by a corporation.
The data collected is most often used for marketing purposes or sold to other corporations, but is also regularly shared with government agencies.
Although there is a common belief that monitoring can increase productivity, it can also create consequences such as increasing chances of deviant behavior and creating punishments that are not equitable to their actions.
Data collected on individuals and groups can be sold to other corporations, so that they can use it for the aforementioned purpose.
It can be used for direct marketing purposes, such as targeted advertisements on Google and Yahoo. These ads are tailored to the individual user of the search engine by analyzing their search history and emails  if they use free webmail services , which is kept in a database.
For instance, Google , the world's most popular search engine, stores identifying information for each web search. An IP address and the search phrase used are stored in a database for up to 18 months.
Their revenue model is based on receiving payments from advertisers for each page-visit resulting from a visitor clicking on a Google AdWords ad, hosted either on a Google service or a third-party website.
Millions of sites place Google's advertising banners and links on their websites, in order to share this profit from visitors who click on the ads.
Each page containing Google advertisements adds, reads, and modifies "cookies" on each visitor's computer. This information, along with the information from their email accounts, and search engine histories, is stored by Google to use for building a profile of the user to deliver better-targeted advertising.
According to the American Management Association and the ePolicy Institute that undertake an annual quantitative survey about electronic monitoring and surveillance with approximately U.
In addition, most companies use software to block non-work related websites such as sexual or pornographic sites, game sites, social networking sites, entertainment sites, shopping sites, and sport sites.
The American Management Association and the ePolicy Institute also stress that companies "tracking content, keystrokes, and time spent at the keyboard The United States government often gains access to these databases, either by producing a warrant for it, or by simply asking.
The Department of Homeland Security has openly stated that it uses data collected from consumer credit and direct marketing agencies—such as Google—for augmenting the profiles of individuals whom it is monitoring.
Federal government has gathered information from grocery store "discount card" programs, which track customers' shopping patterns and store them in databases, in order to look for "terrorists" by analyzing shoppers' buying patterns.
Organizations that have enemies who wish to gather information about the groups' members or activities face the issue of infiltration.
In addition to operatives' infiltrating an organization, the surveilling party may exert pressure on certain members of the target organization to act as informants i.
Fielding operatives is very expensive, and for governments with wide-reaching electronic surveillance tools at their disposal the information recovered from operatives can often be obtained from less problematic forms of surveillance such as those mentioned above.
Nevertheless, human infiltrators are still common today. For instance, in documents surfaced showing that the FBI was planning to field a total of 15, undercover agents and informants in response to an anti-terrorism directive sent out by George W.
On May 25, the U. Director of National Intelligence Michael McConnell authorized the National Applications Office NAO of the Department of Homeland Security to allow local, state, and domestic Federal agencies to access imagery from military intelligence Reconnaissance satellites and Reconnaissance aircraft sensors which can now be used to observe the activities of U.
The satellites and aircraft sensors will be able to penetrate cloud cover, detect chemical traces, and identify objects in buildings and "underground bunkers", and will provide real-time video at much higher resolutions than the still-images produced by programs such as Google Earth.
One of the simplest forms of identification is the carrying of credentials. Some nations have an identity card system to aid identification, whilst others are considering it but face public opposition.
Other documents, such as passports , driver's licenses, library cards, banking or credit cards are also used to verify identity.
If the form of the identity card is "machine-readable", usually using an encoded magnetic stripe or identification number such as a Social Security number , it corroborates the subject's identifying data.
In this case it may create an electronic trail when it is checked and scanned, which can be used in profiling, as mentioned above.
Radio Frequency Identification RFID tagging is the use of very small electronic devices called "RFID tags" which are applied to or incorporated into a product, animal, or person for the purpose of identification and tracking using radio waves.
The tags can be read from several meters away. They are extremely inexpensive, costing a few cents per piece, so they can be inserted into many types of everyday products without significantly increasing the price, and can be used to track and identify these objects for a variety of purposes.
Verichip is slightly larger than a grain of rice, and is injected under the skin. The injection reportedly feels similar to receiving a shot.
The chip is encased in glass, and stores a "VeriChip Subscriber Number" which the scanner uses to access their personal information, via the Internet, from Verichip Inc.
Thousands of people have already had them inserted. This information could be used for identification, tracking, or targeted marketing.
As of [update] , this has largely not come to pass. Several cities are running pilot projects to require parolees to wear GPS devices to track their movements when they get out of prison.
Mobile phones are also commonly used to collect geolocation data. The geographical location of a mobile phone and thus the person carrying it can be determined easily whether it is being used or not , using a technique known multilateration to calculate the differences in time for a signal to travel from the cell phone to each of several cell towers near the owner of the phone.
Victor Kappeler  of Eastern Kentucky University indicates that police surveillance is a strong concern, stating the following statistics from Of the , law enforcement requests made to Verizon, 54, of these requests were for "content" or "location" information—not just cell phone numbers or IP addresses.
Content information included the actual text of messages, emails and the wiretapping of voice or messaging content in real-time.
A comparatively new off-the-shelf surveillance device is an IMSI-catcher , a telephone eavesdropping device used to intercept mobile phone traffic and track the movement of mobile phone users.
Essentially a "fake" mobile tower acting between the target mobile phone and the service provider's real towers, it is considered a man-in-the-middle MITM attack.
IMSI-catchers are used in some countries by law enforcement and intelligence agencies , but their use has raised significant civil liberty and privacy concerns and is strictly regulated in some countries.
A human microchip implant is an identifying integrated circuit device or RFID transponder encased in silicate glass and implanted in the body of a human being.
A subdermal implant typically contains a unique ID number that can be linked to information contained in an external database, such as personal identification, medical history, medications, allergies, and contact information.
Several types of microchips have been developed in order to control and monitor certain types of people, such as criminals, political figures and spies, [ clarification needed ] a "killer" tracking chip patent was filed at the German Patent and Trademark Office DPMA around May Law enforcement and intelligence services in the U.
As more people use faxes and e-mail the significance of surveilling the postal system is decreasing, in favor of Internet and telephone surveillance.
But interception of post is still an available option for law enforcement and intelligence agencies, in certain circumstances.
Central Intelligence Agency and Federal Bureau of Investigation have performed twelve separate mail-opening campaigns targeted towards U.
In one of these programs, more than , communications were intercepted, opened, and photographed. A stakeout is the coordinated surveillance of a location or person.
Stakeouts are generally performed covertly and for the purpose of gathering evidence related to criminal activity.
The term derives from the practice by land surveyors of using survey stakes to measure out an area before the main building project is commenced.
The management of wildlife populations often requires surveillance. This includes, for example surveillance of 1 Invasive species  location and abundance for more effective management,  2 illegal fishers and poachers   to reduce harvest and overexploitation of natural resources, 3 the population abundances of endangered species to decrease the risk of extinction, and 4 wildlife diseases that can damange crops, agriculture and natural populations.
Supporters of surveillance systems believe that these tools can help protect society from terrorists and criminals. They argue that surveillance can reduce crime by three means: Surveillance can deter by increasing the chance of being caught, and by revealing the modus operandi.
This requires a minimal level of invasiveness. Another method on how surveillance can be used to fight criminal activity is by linking the information stream obtained from them to a recognition system for instance, a camera system that has its feed run through a facial recognition system.
This can for instance auto-recognize fugitives and direct police to their location. A distinction here has to be made however on the type of surveillance employed.
Some people that say support video surveillance in city streets may not support indiscriminate telephone taps and vice versa.
Besides the types, the way in how this surveillance is done also matters a lot; i. Surveillance can also be used to give human operatives a tactical advantage through improved situational awareness, or through the use of automated processes, i.
Surveillance can help reconstruct an incident and prove guilt through the availability of footage for forensics experts. Surveillance can also influence subjective security if surveillance resources are visible or if the consequences of surveillance can be felt.
Some of the surveillance systems such as the camera system that has its feed run through a facial recognition system mentioned above can also have other uses besides countering criminal activity.
For instance, it can help on retrieving runaway children, abducted or missing adults and mentally disabled people. Other supporters simply believe that there is nothing that can be done about the loss of privacy, and that people must become accustomed to having no privacy.
Another common argument is: However, if they are following the law the surveillance would not affect them. With the advent of programs such as the Total Information Awareness program and ADVISE , technologies such as high speed surveillance computers and biometrics software, and laws such as the Communications Assistance for Law Enforcement Act , governments now possess an unprecedented ability to monitor the activities of their subjects.
Fears such as this have led to numerous lawsuits such as Hepting v. Some critics state that the claim made by supporters should be modified to read: For instance, a person who is part of a political group which opposes the policies of the national government, might not want the government to know their names and what they have been reading, so that the government cannot easily subvert their organization, arrest, or kill them.
Other critics state that while a person might not have anything to hide right now, the government might later implement policies that they do wish to oppose, and that opposition might then be impossible due to mass surveillance enabling the government to identify and remove political threats.
Further, other critics point to the fact that most people do have things to hide. For example, if a person is looking for a new job, they might not want their current employer to know this.
Also if an employer wishes total privacy to watch over their own employee and secure their financial information it may become impossible, and they may not wish to hire those under surveillance.
The most concern of detriment is securing the lives of those who live under total surveillance willingly, educating the public to those under peaceful watch while identifying terrorist and those who use the same surveillance systems and mechanisms in opposition to peace, against civilians, and to disclose lives removed from the laws of the land.
In addition, a significant risk of private data collection stems from the fact that this risk is too much unknown to be readily assessed today.
Storage is cheap enough to have data stored forever, and the models using which it will be analyzed in a decade from now cannot reasonably be foreseen.
In December , the Government of China took steps to oppose widespread surveillance by security-company cameras, webcams, and IP Cameras after tens-of-thousands were made accessible for internet viewing by IT company Qihoo .
Kate Martin, of the Center For National Security Studies said of the use of military spy satellites being used to monitor the activities of U.
Some point to the blurring of lines between public and private places, and the privatization of places traditionally seen as public such as shopping malls and industrial parks as illustrating the increasing legality of collecting personal information.
Unlike automatic fingerprint reading, which requires an individual to press a finger against a machine, this technique is subtle and requires little to no consent.
Some critics, such as Michel Foucault , believe that in addition to its obvious function of identifying and capturing individuals who are committing undesirable acts, surveillance also functions to create in everyone a feeling of always being watched, so that they become self-policing.
This allows the State to control the populace without having to resort to physical force, which is expensive and otherwise problematic.
The concept of panopticism is a means of indirect control over a large populace through the uncertainty of surveillance.
Michel Foucault analyzed the architecture of the prison panopticon, and realized that its success was not just in its ability to monitor but also its ability to not monitor without anyone knowing.
Such surveillance continues today through government agencies in the form of tracking internet usage and library usage.
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Quotes [ first lines ] Elizabeth Anderson: You're never going to sleep again. In another classified report obtained by The Post, the arrangement is described as allowing 'collection managers [to send] content tasking instructions directly to equipment installed at company-controlled locations,' rather than directly to company servers.
I wouldn't be surprised if they were subject to a gag order. The New York Times reported on June 7, , that "Twitter declined to make it easier for the government.
But other companies were more compliant, according to people briefed on the negotiations. While providing data in response to a legitimate FISA request approved by the FISA Court is a legal requirement, modifying systems to make it easier for the government to collect the data is not.
This is why Twitter could legally decline to provide an enhanced mechanism for data transmission. In response to the publicity surrounding media reports of data-sharing, several companies requested permission to reveal more public information about the nature and scope of information provided in response to National Security requests.
On June 14, , Facebook reported that the U. That same day, Microsoft reported that for the same period, it received "between 6, and 7, criminal and national security warrants, subpoenas and orders affecting between 31, and 32, consumer accounts from U.
Google issued a statement criticizing the requirement that data be reported in aggregated form, stating that lumping national security requests with criminal request data would be "a step backwards" from its previous, more detailed practices on its website's transparency report.
The company said that it would continue to seek government permission to publish the number and extent of FISA requests. Cisco Systems saw a huge drop in export sales because of fears that the National Security Agency could be using backdoors in its products.
On September 12, , Yahoo! The New York Times editorial board charged that the Obama administration "has now lost all credibility on this issue,"  and lamented that "for years, members of Congress ignored evidence that domestic intelligence-gathering had grown beyond their control, and, even now, few seem disturbed to learn that every detail about the public's calling and texting habits now reside in a N.
James Robertson , a former federal district judge based in Washington who served on the secret Foreign Intelligence Surveillance Act court for three years between and and who ruled against the Bush administration in the landmark Hamdan v.
Rumsfeld case, said FISA court is independent but flawed because only the government's side is represented effectively in its deliberations.
He suggested creating an advocate with security clearance who would argue against government filings. I don't think that is a judicial function.
Daly observed that, "The problem is not just what the National Security Agency is gathering at the risk of our privacy but what it is apparently unable to monitor at the risk of our safety.
Ron Paul , a former Republican member of Congress and prominent libertarian , thanked Snowden and Greenwald and denounced the mass surveillance as unhelpful and damaging, urging instead more transparency in U.
New York Times columnist Thomas L. Friedman defended limited government surveillance programs intended to protect the American people from terrorist acts:.
That is why I'll reluctantly, very reluctantly, trade off the government using data mining to look for suspicious patterns in phone numbers called and e-mail addresses—and then have to go to a judge to get a warrant to actually look at the content under guidelines set by Congress—to prevent a day where, out of fear, we give government a license to look at anyone, any e-mail, any phone call, anywhere, anytime.
Political commentator David Brooks similarly cautioned that government data surveillance programs are a necessary evil: Conservative commentator Charles Krauthammer worried less about the legality of PRISM and other NSA surveillance tools than about the potential for their abuse without more stringent oversight.
We need a toughening of both congressional oversight and judicial review, perhaps even some independent outside scrutiny.
Plus periodic legislative revision—say, reauthorization every couple of years—in light of the efficacy of the safeguards and the nature of the external threat.
The object is not to abolish these vital programs. It's to fix them. In a blog post, David Simon , the creator of The Wire , compared the NSA's programs, including PRISM, to a s effort by the City of Baltimore to add dialed number recorders to all pay phones to know which individuals were being called by the callers;  the city believed that drug traffickers were using pay phones and pagers, and a municipal judge allowed the city to place the recorders.
The placement of the dialers formed the basis of the show's first season. Simon argued that the media attention regarding the NSA programs is a "faux scandal.
Political theorist , and frequent critic of U. But governments will use whatever technology is available to them to combat their primary enemy — which is their own population.
Sentiment around the world was that of general displeasure upon learning the extent of world communication data mining. Some national leaders spoke against the NSA and some spoke against their own national surveillance.
One national minister had scathing comments on the National Security Agency's data-mining program, citing Benjamin Franklin: After Carr replied that there was a legal framework to protect Australians but that the government would not comment on intelligence matters, Xenophon argued that this was not a specific answer to his question.
Taliban spokesperson Zabiullah Mujahid said, "We knew about their past efforts to trace our system. We have used our technical resources to foil their efforts and have been able to stop them from succeeding so far.
Reactions of internet users in China were mixed between viewing a loss of freedom worldwide and seeing state surveillance coming out of secrecy.
The story broke just before U. To me, it's abusively using government powers to interfere in individuals' privacy.
This is an important moment for international society to reconsider and protect individual rights. This is the nature of secret government organizations.
The only way to protect the people's privacy is not to allow the government to collect their information in the first place. Matthew Schofield of the McClatchy Washington Bureau said, "Germans are dismayed at Obama's role in allowing the collection of so much information.
The Italian president of the Guarantor for the protection of personal data, Antonello Soro, said that the surveillance dragnet "would not be legal in Italy" and would be "contrary to the principles of our legislation and would represent a very serious violation.
CNIL French data protection watchdog intimates Google to change its privacy policies within three months or it'll risk fines up to , euros.
Spanish Agency of data protection AEPD is planning to fine Google between 40k and k euros, if it fails to clear about the past usage of the massive data of the Spanish users.
William Hague , the foreign secretary of the United Kingdom, dismissed accusations that British security agencies had been circumventing British law by using information gathered on British citizens by PRISM  saying, "Any data obtained by us from the United States involving UK nationals is subject to proper UK statutory controls and safeguards.
The ICO has raised this with its European counterparts, and the issue is being considered by the European Commission , who are in discussions with the U.
Tim Berners-Lee , the inventor of the World Wide Web , accused western governments of practicing hypocrisy,  as they conducted spying on the internet while they criticized other countries for spying on the internet.
It is only computer analysis of patterns of calls and emails that are being sent. It is not actually snooping specifically on content of anybody's message or conversation.
Some of the information they got out of their scrutiny, they were able to use it to prevent serious terrorist attacks in several countries.
Even the external ministry does not have any idea. Khurshid's comments were criticized by the Indian media,   as well as opposition party CPI M who stated, "The UPA government should have strongly protested against such surveillance and bugging.
Instead, it is shocking that Khurshid has sought to justify it. This shameful remark has come at a time when even the close allies of the US like Germany and France have protested against the snooping on their countries.
Rajya Sabha MP P. But Khurshid is trying to justify it. And the speed of the government of India to reject the asylum application of Edward Snowden is shameful.
On June 8, , the Director of National Intelligence issued a fact sheet stating that PRISM "is not an undisclosed collection or data mining program," but rather "an internal government computer system" used to facilitate the collection of foreign intelligence information "under court supervision, as authorized by Section of the Foreign Intelligence Surveillance Act FISA 50 U.
After receiving a FISA Court order or determining that there are emergency circumstances, the Attorney General and Director of National Intelligence can direct an electronic communication service provider to give them access to information or facilities to carry out the targeting and keep the targeting secret.
If the provider complies with the directive, it is released from liability to its users for providing the information and is reimbursed for the cost of providing it,  while if the provider rejects the directive, the Attorney General may request an order from the FISA Court to enforce it.
Beverly Gage of Slate said, "When they were created, these new mechanisms were supposed to stop the kinds of abuses that men like Hoover had engineered.
Instead, it now looks as if they have come to function as rubber stamps for the expansive ambitions of the intelligence community. Edgar Hoover no longer rules Washington, but it turns out we didn't need him anyway.
Woodrow Hartzog, an affiliate at Stanford Law School 's Center for Internet and Society commented that "[The ACLU will] likely have to demonstrate legitimate First Amendment harms such as chilling effects or Fourth Amendment harms perhaps a violation of a reasonable expectation of privacy Is it a harm to merely know with certainty that you are being monitored by the government?
There's certainly an argument that it is. People under surveillance act differently, experience a loss of autonomy, are less likely to engage in self exploration and reflection, and are less willing to engage in core expressive political activities such as dissenting speech and government criticism.
Such interests are what First and Fourth Amendment seek to protect. Many reports and letters of concern written by members of Congress suggest that this section of FAA in particular is legally and constitutionally problematic, such as by targeting U.
Besides the information collection program started in , there are two other programs sharing the name PRISM: Parallel programs, known collectively as SIGADs gather data and metadata from other sources, each SIGAD has a set of defined sources, targets, types of data collected, legal authorities, and software associated with it.
Some SIGADs have the same name as the umbrella under which they sit, BLARNEY's the SIGAD summary, set down in the slides alongside a cartoon insignia of a shamrock and a leprechaun hat, describes it as "an ongoing collection program that leverages IC [intelligence community] and commercial partnerships to gain access and exploit foreign intelligence obtained from global networks.
This type of collection is known as "upstream". Data that is integrated into a SIGAD can be gathered in other ways besides upstream, and from the service providers, for instance it can be collected from passive sensors around embassies, or even stolen from an individual computer network in a hacking attack.
From Wikipedia, the free encyclopedia. Slide showing that much of the world's communications flow through the U. Mass surveillance in the United Kingdom.
List of government mass surveillance projects. Law Enforcement Information Exchange Lawful interception Mass surveillance Muscular surveillance program NSA call database , contains call detail information for hundreds of billions of telephone calls made through the largest U.
The government reportedly does not target internet usage by U. Do you think the Obama administration was right or wrong in gathering and analyzing that internet data?
Internet Companies in Broad Secret Program". Retrieved June 15, Even Bigger Data Seizures". Retrieved June 18,The Go Rooms feature oversized white vinyl headboards, stylish carpets and sleek, modern furniture. For all the latest news, views, and gossip. Sections of this page. Kategorien online casino bonus casino online StarGames casino spiele kostenlos. If it's all about casinos, we've got you covered. Casino winning All the action from the casino floor: The twin, golden colored. But with so many options out there, how do you choose where to play? Seventeen minutes and 25 seconds into the film, Jolson uttered the immortal words: If you like classic slots games then kostenlos online casino spiele ohne download spielgeld will was bedeutet 3 Golden7Fruits, which is a 5 reel and 25 payline slot machine from MrSlotty. The world is growing up.