Thursday, August 6, 2020

Art as a tool of Palestinian Resistance

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Vanshita Banuana

Article Title

Art as a tool of Palestinian Resistance

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Global Views 360

Publication Date

August 6, 2020

URL

https://globalviews360.webflow.io/articles/art-as-a-tool-of-palestinian-resistance?fec94e1b_page=16
Graffiti of former PFLP militant, Leila Khaled

Graffiti of former PFLP militant, Leila Khaled | Source: Edgardo W. Olivera via Flickr

The Israel-Palestine conflict is one that has been fraught with violence and displacement, more so for the Palestinians. This is a complicated history of war and disagreement over the possible solutions. However in recent years, the actions of Israel’s right-wing coalition government under Prime Minister Benjamin Netanyahu are making the path to peace even more difficult.

Many artists, especially those of Palestinian origin, across the creative mediums, have turned to art as a medium of expression against the Israeli government’s repressive policies and to show the suffering of the Palestinian people.

Graffiti of  Marouane Barghouti, imprisoned Palestinian activist | Source: thierry ehrmann via Flickr

The heroes of Palestinian resistance against the Israeli occupation are a popular subject of resistance art by Palestinian artists. It is mainly expressed in the form of murals, graffities, and posters.

Another important theme in Palestinian art surrounds the Nakba, which refers to the exodus of a large number of Palestinians after the formation of the state of Israel.

Palestinian refugees leaving the Galilee in October–November 1948 | Source:  Fred Csasznik via Wikimedia

A popular street artist Banksy has left his unique mark in support of Palestinian resistance, and not just in the form of street art which lines the Israeli West Bank barrier and other areas of the West Bank.

Street Art by Banksy | Source: Dan Meyers via Unsplash

Banksy also opened the Walled Off Hotel in 2014 where all the rooms overlook the barrier or apartheid wall, as it is known in Palestine, and each contains various artworks depicting life under occupation.

The most recent contribution from Banksy in this regard has been a small art piece that was displayed inside the hotel last Christmas, called ‘The Scar of Bethlehem.’ It depicts a nativity scene (the birth of Jesus) set to the backdrop of the concrete barrier, with a bullet hole in it resembling a star and has garnered praise from many western news outlets as a symbol of solidarity with Palestinian suffering.

Posters, and innovative methods of distributing the same, are another form of artistic protest. These range from the posters by various artists published in a leftist French newspaper, meant to be cut out and pasted on walls by the public; to the Turkish graphic design professors using public walkways to exhibit posters in solidarity with Gaza.

A card marking the tenth anniversary of the launching of the Palestinian revolution in 1965 | Source: Nawal Abboud via The Palestinian Poster Archives

Posters have also sprung up in various places across the world, including Israel, calling for active demonstrations against Israel’s plans to annex the West Bank. All of the mentioned posters continue to be collected in the digital archives of the Palestine Poster Project.

Another popular collection dates back to 1970s Australia, circulated by Ali Kazak, a Palestinian ambassador, called “landscape posters” for their focus on Palestinian land. Many posters utilised symbols such as traditional Palestinian dresses, fruits such as olives and oranges, and keys, which refer to the refugees.

Some of the older art from around the 1970s focused on pre-war Palestinian life and culture, while the newer art takes a multi-media form through photographs, science fiction and films. Similarly, many murals can be found surrounding Land Day, which serves as a reminder of a massacre in 1976 in response to a protest.

Artistic symbolism also often uses the concept of Sumud, which means resilience in Arabic, and is used to refer to a “sense of rootedness” to Palestinian land.

Music also found its voice as a form of self-expression and resistance. In 2018, music platform Boiler Room hosted Boiler Room Palestine for the first time. The show featured a diversity of Palestinian artists from Palestinian and Israeli territories. The crew for the show had to enter Palestine through Israel, giving them a small taste of the limitation of movement for Palestinians.

Palestinian art continues to grow as a form of self-expression, as a form of resistance to Israeli policies, and as forms of cultural history in an endeavour to keep Palestinian spirits and identity alive as their lives get shrunk into smaller and smaller pieces of land.

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February 4, 2021 5:22 PM

Automated Facial Recognition System of India and its Implications

On 28th of June 2019, the National Crime Records Bureau (NCRB) opened bids and invited Turnkey Solution providers to implement a centralized Automated Facial Recognition System, or AFRS, in India. As the name suggests, AFRS is a facial recognition system which was proposed by the Indian Ministry of Home Affairs, geared towards modernizing the police force and to identify and track criminals using Facial Recognition Technology, or FRT.

The aforementioned technology uses databases of photos collected from criminal records, CCTV cameras, newspapers and media, driver’s license and government identities to collect facial data of people. FRT then identifies the people and uses their biometrics to map facial features and geometry of the face. The software then creates a “facial signature” based on the information collected. A mathematical formula is associated with each facial signature and it is subsequently compared to a database of known faces.

This article explores the implications of implementing Automated Facial Recognition technology in India.

Facial recognition software has become widely popular in the past decade. Several countries have been trying to establish efficient Facial Recognition systems for tackling crime and assembling an efficient criminal tracking system. Although there are a few potential benefits of using the technology, those benefits seem to be insignificant when compared to the several concerns about privacy and safety of people that the technology poses.

Images of every person captured by CCTV cameras and other sources will be regarded as images of potential criminals and will be matched against the Crime and Criminal Tracking Networks and Systems database (CCTNS) by the FRT. This implies that all of us will be treated as potential criminals when we walk past a CCTV camera. As a consequence, the assumption of “innocent until proven guilty” will be turned on its head.

You wouldn’t be surprised to know that China has installed the largest centralized FRT system in the world. In China, data can be collected and analyzed from over 200 million CCTVs that the country owns. Additionally, there are 20 million specialized facial recognition cameras which continuously collect data for analysis. These systems are currently used by China to track and manipulate the behavior of ethnic Uyghur minorities in the camps set up in Xinjiang region. FRT was also used by China during democracy protests of Hong Kong to profile protestors to identify them. These steps raised concerns worldwide about putting an end to a person’s freedom of expression, right to privacy and basic dignity.

It is very likely that the same consequences will be faced by Indians if AFRS is established across the country.

There are several underlying concerns about implementing AFRS.

Firstly, this system has proven to be inefficient in several instances. In August 2018, Delhi police used a facial recognition system which was reported to have an accuracy rate of 2%. The FRT software used by the UK's Metropolitan Police returned more than a staggering 98% of false positives. Another instance was when American Civil Liberties Union (ACLU) used Amazon’s face recognition software known as “Rekognition” to compare the images of the legislative members of American Congress with a database of criminal mugshots. To Amazon’s embarrassment, the results included 28 incorrect matches.. Another significant evidence of inefficiency was the outcome of an experiment performed by McAfee.  Here is what they did. The researchers used an algorithm known as CycleGAN which is used for image translation. CycleGAN is a software expert at morphing photographs. One can use the software to change horses into zebras and paintings into photographs. McAfee used the software to misdirect the Facial recognition algorithm. The team used 1500 photos of two members and fed them into CycleGAN which morphed them into one another and kept feeding the resulting images into different facial recognition algorithms to check who it recognized. After generating hundreds of such images, CycleGAN eventually generated a fake image which looked like person ‘A’ to the naked eye but managed to trick the FRT into thinking that it was person ‘B’. Owing to the dissatisfactory results, researchers expressed their concern about the inefficiency of FRTs. In fact mere eye-makeup can fool the FRT into allowing a person on a no-flight list to board the flight. This trend of inefficiency in the technology was noticed worldwide.

Secondly, facial recognition systems use machine learning technology. It is concerning and uncomfortable to note that FRT has often reflected the biases deployed in the society. Consequently, leading to several facial mismatches. A study by MIT shows that FRT routinely misidentifies people of color, women and young people. While the error rate was 8.1% for men, it was 20.6% for women. The error for women of color was 34%. The error values in the “supervised study” in a laboratory setting for a sample population is itself simply unacceptable. In the abovementioned American Civil Liberties Union study, the false matches were disproportionately African American and people of color. In India, 55% of prisoners undertrial are either Dalits, Adivasis, or Muslims although the combined population of all three just amounts to 39% of the total population (2011 census). If AFRS is trained on these records, it would definitely deploy the same socially held prejudices against the minority communities. Therefore, displaying inaccurate matches. The tender issued by the Ministry of Home Affairs had no indication of eliminating these biases nor did it have any mention of human-verifiable results. Using a system embedded with societal bias to replace biased human judgement defeats claims of technological neutrality. Deploying FRT systems in law enforcement will be ineffective at best and disastrous at worst.

Thirdly, the concerns of invasion of privacy and mass surveillance hasn’t been addressed satisfactorily. Facial Recognition makes data protection almost impossible as publicly available information is collected but they are analyzed to a point of intimacy. India does not have a well established data protection law given that “Personal data Protection Bill” is yet to be enforced. Implementing AFRS in the absence of a safeguard is a potential threat to our personal data. Moreover, police and other law enforcement agencies will have a great degree of discretion over our data which can lead to a mission creep. To add on to the list of privacy concerns, the bidder of AFRS will be largely responsible for maintaining confidentiality and integrity of data which will be stored apart from the established ISO standard. Additionally, the tender has no preference to “Make in India'' and shows absolutely no objections to foreign bidders and even to those having their headquarters in China, the hub of data breach .The is no governing system or legal limitations and restrictions to the technology. There is no legal standard set to ensure proportional use and protection to those who non-consensually interact with the system. Furthermore, the tender does not mention the definition of a “criminal”. Is a person considered a criminal when a charge sheet is filed against them? Or is it when the person is arrested? Or is it an individual convicted by the Court? Or is it any person who is a suspect? Since the word “criminal” isn’t definitely defined in the tender, the law enforcement agencies will ultimately be able to track a larger number of people than required.

The notion that AFRS will lead to greater efficacy must be critically questioned. San Francisco imposed a total ban on police use of facial recognition in May, 2019. Police departments in London are pressurized to put a stop to the use of FRT after several instances of discrimination and inefficiency. It would do well to India to learn from the mistakes of other countries rather than committing the same.

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