Pattern-of-life analysis

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Surveillance cameras track everyday movement in cities all across the world. Surveillance quevaal.jpg
Surveillance cameras track everyday movement in cities all across the world.

Pattern-of-life analysis is a method of surveillance that documents or understands the habits of a person or population. Motives may include security, profit, scientific research, regular censuses, and traffic analysis. The data of interest may reflect anything in a person or persons' life: their travels, purchases, internet browsing habits, choices, and so forth. The data is used to predict a subject's future action or to detect anomalous behavior.

Contents

Notable examples

Esri's use of ArcGIS

Esri is an international supplier of Geographic Information System (GIS) software, web GIS and geodatabase management applications. Esri uses the name ArcGIS to refer to its suite of GIS software products, which operate on desktop, server, and mobile platforms. The term GIS describes any information system that integrates, stores, edits, analyzes, shares and displays geographic information for informing decision making. With this technology, the company's goal is to unify information of a subject's life habits and their geographical whereabouts with statistics related to IED casualties in an effort to predict and prevent another IED incident from happening. In one presentation used at an Esri Federal User Conference, it states: "Exploitation of a cell's network enables a commander with the right tools to get 'Left of Boom' [i.e. before an IED or bomb detonates]." [1]

MARINA

MARINA is an NSA database and analysis toolset for intercepted Internet metadata (DNI in NSA terminology). The database stores metadata up to a year. According to documents leaked by Edward Snowden: "The Marina metadata application tracks a user's browser experience, gathers contact information/content and develops summaries of target" and "[o]f the more distinguishing features, Marina has the ability to look back on the last 365 days' worth of DNI metadata seen by the Sigint collection system, regardless whether or not it was tasked for collection." [Emphasis in original NSA document.] The stored metadata is mainly used for pattern-of-life analysis. US persons are not exempt because metadata is not considered data by US law (section 702 of the FISA Amendments Act). [2] [ citation needed ]

MARINA's phone counterpart is MAINWAY.

Wide-Area Motion Imagery

Wide-area motion imagery (WAMI) generates high-resolution images to enable tracking and recording of vehicle and pedestrian movements over city-sized areas. Pattern of life (POL) or behavior pattern describes a recurrent (e.g., normalcy) way of acting by an individual or group toward a given object or in a given situation. Usually, one has a specific POL, and this POL is repeatable. Full motion video or WAMI data with extracted tracks can be used for POL analysis. [3] [4]

See also

Related Research Articles

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<span class="mw-page-title-main">ArcGIS</span> Geographic information system maintained by Esri

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<span class="mw-page-title-main">James Clapper</span> American government official (b. 1941)

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<span class="mw-page-title-main">PRISM</span> Mass surveillance program run by the NSA

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<span class="mw-page-title-main">Boundless Informant</span> Big data analysis and visualization tool used by the NSA

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<span class="mw-page-title-main">Mass surveillance in the United States</span>

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<span class="mw-page-title-main">STORMBREW</span>

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<span class="mw-page-title-main">Global surveillance disclosures (2013–present)</span> Disclosures of NSA and related global espionage

Ongoing news reports in the international media have revealed operational details about the Anglophone cryptographic agencies' global surveillance of both foreign and domestic nationals. The reports mostly emanate from a cache of top secret documents leaked by ex-NSA contractor Edward Snowden, which he obtained whilst working for Booz Allen Hamilton, one of the largest contractors for defense and intelligence in the United States. In addition to a trove of U.S. federal documents, Snowden's cache reportedly contains thousands of Australian, British, Canadian and New Zealand intelligence files that he had accessed via the exclusive "Five Eyes" network. In June 2013, the first of Snowden's documents were published simultaneously by The Washington Post and The Guardian, attracting considerable public attention. The disclosure continued throughout 2013, and a small portion of the estimated full cache of documents was later published by other media outlets worldwide, most notably The New York Times, the Canadian Broadcasting Corporation, the Australian Broadcasting Corporation, Der Spiegel (Germany), O Globo (Brazil), Le Monde (France), L'espresso (Italy), NRC Handelsblad, Dagbladet (Norway), El País (Spain), and Sveriges Television (Sweden).

This is a category of disclosures related to global surveillance.

<span class="mw-page-title-main">Global surveillance</span> Mass surveillance across national borders

Global mass surveillance can be defined as the mass surveillance of entire populations across national borders.

<span class="mw-page-title-main">MARINA</span> Surveillance software

MARINA is an NSA database and analysis toolset for intercepted Internet metadata. The database stores metadata up to a year. According to documents leaked by Edward Snowden: "The Marina metadata application tracks a user's browser experience, gathers contact information/content and develops summaries of target" and "[o]f the more distinguishing features, Marina has the ability to look back on the last 365 days' worth of DNI metadata seen by the SIGINT collection system, regardless whether or not it was tasked for collection." [Emphasis in original NSA document.] The stored metadata is mainly used for pattern-of-life analysis. US persons are not exempt because metadata is not considered data by US law.

<i>Klayman v. Obama</i> American federal court case

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<i>American Civil Liberties Union v. Clapper</i> American federal court case

American Civil Liberties Union v. Clapper, 785 F.3d 787, was a lawsuit by the American Civil Liberties Union (ACLU) and its affiliate, the New York Civil Liberties Union, against the United States federal government as represented by then-Director of National Intelligence James Clapper. The ACLU challenged the legality and constitutionality of the National Security Agency's (NSA) bulk phone metadata collection program.

<span class="mw-page-title-main">Timeline of global surveillance disclosures (2013–present)</span>

This timeline of global surveillance disclosures from 2013 to the present day is a chronological list of the global surveillance disclosures that began in 2013. The disclosures have been largely instigated by revelations from the former American National Security Agency contractor Edward Snowden.

<span class="mw-page-title-main">MYSTIC</span> Secret intelligence program used by NSA (2009–2014)

MYSTIC is a former secret program used since 2009 by the US National Security Agency (NSA) to collect the metadata as well as the content of phone calls from several countries. The program was first revealed in March 2014, based upon documents leaked by Edward Snowden.

References

  1. Mason, Tony; Foss, Suzanne; Lam, Vinh. "Using ArcGIS for intelligence analysis" (PDF). Retrieved 11 April 2014.
  2. Hu, Margaret. "Taxonomy of the Snowden disclosures". Wash. & Lee L. Rev.
  3. Gao, J.; Ling, Haibin; Blasch, Erik; Pham, Khanh; Wang, Zhonghai; Chen, Genshe. "Pattern of life from WAMI objects tracking based on context-aware tracking and information network models" . Retrieved 23 May 2013.
  4. Gao, J.; Ling, Haibin; Blasch, Erik. "Context-aware tracking with wide-area motion imagery" . Retrieved 7 June 2013.

Further reading