Every new technology brings its own set of trepidations and fears with it, but when something has the ability to take away the fundamental right of individual will, and make us do or say something we never actually did, then there is a righteous question to be asked: have we taken it too far?

The recent deepfake videos of known film personalities shook up the internet, giving us a “preview” into the possible misuse of AI and other technologies. While this concept and its potential risks have already been debated in the West, this is probably the first time it has ignited a conversation in India, with even Prime Minister Narendra Modi describing the technology as “problematic.”

In this article, we will try to outline the basics of deepfaking, including how it is done, who does it, and what you can do to protect yourself against it. We will also talk about the larger concept of artificial intelligence and why education in it is not merely needed or necessary, but compulsory.

A Definition on “DeepFake”

To explain in brief, It is the manipulation and deformation of already created media to replace one’s person’s likeness with that of someone else entirely. Public figures have been a keen target of these manipulations, with many heads of state and celebrities having to come out and clarify about fake content with their faces on it. A lot of experts fear that this will become a tool for harassment and blackmailing of individuals, with many cases already being recoded as such.

The Technology Behind It

The actual idea behind manipulating moving images goes back decades, with software like Video Rewrite trying to manipulate certain face parts in the movie editing process. But never before has the technology been so accessible and so effective.

The “Deep” portion in deep fake actually refers to the “Deep Learning” technologies that are underlying it, wherein a large set of images and visual data is first fed to the deep learning model, which then uses “Neural Networks” break down the facial features of the person and then reconstruct them again. The first videos emerged on Reddit in 2017, and the six years since have seen this technology get much more advanced.

What Can You Do To Protect Yourself Against This?

The newness of all this has meant that states around the world are still catching up to the threat. Till date, no known country has created a specific law against deep fakes, although there are certain civil and criminal protections available under the right to privacy and cybercrime.

Of course, all this depends on the country you are in. In India, you can file a complaint under Section 66 (b) of the IT Act (Cheating by personation by using a computer resource). Honourable Union Minister Mr. Rajeev Chandrashekhar and his ministry also informed social media accompanies that under the IT Act, they are obligated to remove any post containing misinformation within a specified period of time.

The Role of AI in all this

All the technology that we described above comes under the broader scope of artificial intelligence (AI), where the models are taking in and analysing data to produce highly intelligent output. As we saw with the recent writers strike in Hollywood, there was already a fear of job loss with the advent of ChatGPT, and this new controversy adds another layer of doubt and mistrust regarding the consequences of this tech. While many argue that these initial hurdles will eventually be figured out and adapted to, some genuinely fear that the misuse will only ramp up from here, with disinformation potentially being used to stoke violence and other malicious actions.

Why You Need To Learn AI?

AI is at the forefront of technological advancements. Learning about AI can give you the skills to work on cutting-edge technologies and contribute to innovations in various industries, including healthcare, finance, robotics, natural language processing, entertainment, and more.

The level of automation that our world is about to face is immense, and it is better that you get on the backend as an expert on the technology that is causing this automation. In India, a lot of colleges are starting to offer B.Tech. and BCA programs with specializations in AI and ML, hiring expert faculty to ensure that they are able to keep up with the changes in this burgeoning field through their curriculum.

Faculty of Engineering and Technology at SGT: The Best Engineering University in Haryana

The series of right choices does not end with simply selecting the right field; you must also select the right institution that can meet all of your future career needs. This is not easy in a country with an established engineering college in every corner. However, SGT University and its Faculty of Engineering and Technology (FEAT) are frequently cited as the top engineering college in India.

FEAT was founded with the intention of producing competent engineers in disruptive technologies. Here, students have access to cutting-edge 21st-century technology. The following are some of the faculty’s highlights:

• NVIDIA-Powered High-Speed Computing Lab
• Centre of Excellence for AI & ML
• Working with disruptive technologies such as TensorFlow and Creative Ml
• An Exclusive CoE for Mechatronics, powered by SMC Pneumatics.

They are currently offering two programs with AI-related specializations

• BCA in AI & ML
• B. Tech in Computer Science

Learn The Nuances Of AI From The Very Best

In collaboration with technology solution company Samatrix.io, SGT University is one of the few institutions in the country to have a dedicated Centre of Excellence for Artificial Intelligence and Machine Learning for research and innovation in the field. As a student who has opted for the AI and ML specialization, you will dive deep into the following subjects:-

• Designing and analyzing various machine learning algorithms and techniques with a modern outlook, specially focusing on recent advances.
• Implement Python Program to build logistic regression and decision tree models using the Python package statsmodel and sklearn APIs.
• Formalise a given problem in the language/framework of different AI methods (e.g., as a search problem, as a constraint satisfaction problem, as a planning problem, etc).
• Implement basic AI algorithms (e.g., standard search or constraint propagation algorithms).
• Design and perform an empirical evaluation of different algorithms on a problem formalization, and state the conclusions that the evaluation supports.

The Best Private University in Gurgaon, Delhi NCR and Haryana

Started in 2002 as just SGT Dental College, the institution that is now known as Shree Guru Gobind Singh Tricentenary University is one of the biggest in the nation, with 18 faculties offering over 180 programs. It is one of the few in India to have received an “A+” grade from the National Assessment and Accreditation Council (NAAC), a thorough testament to the quality that it offers. Aside from all the features of FEAT, the university boasts a plethora of academic and non-academic resources on its expansive, 70+ acre campus.

Since our inception, we have strived to challenge and change Indian pedagogies and mold a generation of students to think and work differently by pushing through the boundaries of what’s known to discover what’s new. The success of our students serves as a reminder for us to never stop seeking the very best for them and their potential.

You can get ahead of the curve, on both AI and your education, by applying to the best private university in Haryana, through our admissions page https://admissions.sgtuniversity.ac.in/sgtu/.