Tuesday, February 2, 2021

Automated Facial Recognition System of India and its Implications

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Vaishnavi Krishna Mohan

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Automated Facial Recognition System of India and its Implications

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Global Views 360

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February 2, 2021

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CCTV in operation

CCTV in operation | Source: Rich Smith via Unsplash

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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February 7, 2021 5:58 PM

Jordan Peterson and Bill C-16: What does each side argue?

Jordan Peterson, a clinical psychologist by profession, shot to fame in 2016 when he began protesting against the Bill C-16. He released his own video lecture series on the subject as well—which garnered millions of views. Some people support him, while others oppose him, but who is Jordan Peterson and what are his ideas? And what is it about Bill C-16 which divided the public opinion about Peterson?

These are the questions which this article will uncover.

Who is Jordan Peterson? And what are his ideas?

Jordan Peterson is a Canadian clinical Psychologist by profession and was a professor of psychology at the University of Toronto. He rose to intellectual stardom after taking a stand against “politically correct culture” and Bill C-16. He started protesting against the excesses of the cultural left. He has written several books including 12 Rules For Life, Maps of Meaning, Political Correctness, etc. While most of them are Self-help books, some are also on the idea of political correctness and its criticism, and where the left has gone wrong. He released his video lectures online on YouTube which have gathered massive views and followings, and gave him the celebrity status. Peterson’s videos on C-16 and political correctness racked up more than 400,000 views on YouTube within about a month of posting.

Although several newspapers such as The New York Times and The Wall Street Journal have described him as “conservative” and “conservative-leaning”, Peterson calls himself a “Classic British Liberal” and a “traditionalist”. He has said that he’s commonly mistaken to be a “right winger”, which he denies.

The University of Toronto said it had received complaints of threats against trans people on campus. There are complaints from students and faculties that Peterson’s comments are “unacceptable emotionally disturbing and painful” and have urged him to stop doing it.

On the other hand, Dr Peterson is concerned proposed federal human rights legislation "will elevate into hate speech" his refusal to use alternative pronouns. He argues that terms like "gender identity' and "gender expression" are too broad, and will be used by “radical social constructionists” to bully their opponents into submission. "One is silent slavery with all the repression and resentment that that will generate, and the other is outright conflict. Free speech is not just another value. It's the foundation of Western civilization," he told the BBC.

Many feckless young men have started following him—often using his ideas against the transgender community. Fans of Peterson and his ideologies saw the video as proof of his genius and bravery; Peterson was the avatar of reason and facts pushing back against irrational “social justice warriors” (SJWs). There were rallies both for and against Peterson in Toronto, and he made the rounds on Canadian television.

What is Bill C-16?

The law is an amendment to the Canadian Human Rights Act by adding "gender identity or expression" as a prohibited ground of discrimination. That makes it illegal to deny services, employment, accommodation and similar benefits to individuals based on their gender identity or gender expression. A person who denies benefits because of the gender identity or gender expression of another person could be liable to provide monetary compensation.

Similarly, the law also amends the Criminal Code by adding "gender identity or expression" to the definition of "identifiable group" in section 318 of the Code. If there’s evidence that an offence is motivated by bias, prejudice or hate, it can be taken into account by the courts during sentencing.

It would also extend hate speech laws to include these two terms “gender identity” and “gender expression” and make it a hate crime to target someone for being transgender, publicly inciting hatred or advocating genocide.

Peterson and Bill C-16: Arguments from both the sides

Apparently, not everyone is convinced that Peterson is a thinker of substance. Last November, fellow University of Toronto professor Ira Wells called him “the professor of piffle”—a YouTube star rather than a credible intellectual. Tabatha Southey, a columnist for the Canadian magazine Macleans, designated him “the stupid man’s smart person”.

Dr Peterson's University of Toronto colleague, Dr Lee Airton, argues he is being alarmist and indulging in "slippery slope fallacies" on the limits of free speech.

"If you actually listen and you parse out the arguments, it becomes very clear that this not about freedom of speech, that this is about reducing transgendered people's needs as excessive and illegitimate," he told the BBC.

The bill was passed in the Senate. Before it was passed, there were a lot of debates and deliberations on the bill and what kind of effects it may have.

Senator Grant Mitchel | Source: Canada Senate Website

“This bill is not only about the protections it provides, but also the message that the Parliament is delivering to all Canadians about the need to treat everybody equally,” Independent Alberta Senator Grant Mitchell, who is also a longtime advocate for trans rights, said after the bill’s passage.

Few conservative senators voted against the legislation. Conservative Manitoba Senator Don Plett has called it a threat to free speech. He alleged that he feared the bill would force him to use gender neutral pronouns when addressing trans people. There is also a largely refuted myth among conservatives that this law will allow “men to pose as women to attack them in the bathroom”. Conservative Ontario Senator Lynn Beyak said, “As a woman, why would I support Bill C-16 when feminists have fought for so many years to protect women from the violence perpetrated against them by men. This will allow men to go into women’s change rooms and bathrooms across the country.”

This bill has been intensely debated, and as the trans community is happy that the bill would provide their vulnerable community, the feminists fear it could bring threat to spaces reserved for what they refer to as “female-born women”.

Critics have also voiced concerns that the law will penalize citizens who do not use specific pronouns when referring to gender diverse people.

Brenda Cossman from University of Toronto | Source: CBC.CA

Brenda Cossman, law professor at the University of Toronto and director of the Mark S. Bonham Centre for Sexual Diversity Studies, told CBC, “The misuse of gender pronouns, without more, cannot rise to the level of a crime,” she says. “It cannot rise to the level of advocating genocide, inciting hatred, hate speech or hate crimes … (it) simply cannot meet the threshold. Would it cover the accidental misuse of a pronoun? I would say it’s very unlikely. Would it cover a situation where an individual repeatedly, consistently refuses to use a person’s chosen pronoun? It might.”

The Canadian Human Rights Act does not mention pronouns either. The act protects certain groups from discrimination.

But now the question was, if a person disagrees to use the pronouns for a person repeatedly on purpose, will it land that person in jail? To this, Jared Brown, commercial litigator at Brown Litigation, who often works with corporate clients on employment law and human rights disputes, told CBC, “It is possible, through a process that would start with a complaint and progress to a proceeding before a human rights tribunal. If the tribunal rules that harassment or discrimination took place, there would typically be an order for monetary and non-monetary remedies. A non-monetary remedy may include sensitivity training, issuing an apology, or even a publication ban. If the person refused to comply with the tribunal's order, this would result in a contempt proceeding being sent to the Divisional or Federal Court. The court could then potentially send a person to jail “until they purge the contempt,”” he said.

Furthermore, he said that the path to prison does exist—but only in extreme cases—and it’s not that easy to get there, he mentions “The path to prison is not straightforward. It’s not easy. But, it’s there. It’s been used before in breach of tribunal orders.”

Conclusion

A law to protect transgender rights and allowing them to identify the way they are comfortable is indeed a progressive step for Canada. Although the laws do not impose any threat on the citizen’s safety or freedom of speech, some parts of it as argued by Mark S. Bonham is a little vague. Therefore, solutions to the problems should be addressed by the government of Canada.

However, what is also clear that Jordan Peterson’s action is just spreading misinformation and hysteria among people who are unaware of the law and are contributing towards a transphobic discourse.

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