New software will help in combating deep fake image threats for personal safety

Review of colleague, meta-analysis, data

NewsWise – Realistic images created by artificial intelligence (AI), including a text description and used in the video pose a real threat to personal safety. To misuse an individual image from theft of identity, which is real and is getting fake and getting harder.

A research cooperation that includes university Partsmouth Artificial Intelligence and Data Science (PADS) Research CenterAn innovative solution is developed to make an accurate difference between fake and real images, as well as identified the source of artificial image.

Solution, known as ‘deepguard’‘, Combines three advanced AI techniques, which are binary classification, dress learning and multi-class classifications. These methods enable AI to learn from labeled data, which lead to smart and more reliable predictions.

It is a device that can be used to investigate criminal activity such as fraud, or to investigate and prosecute the images used in their stories to ensure that wrong information or inadvertent preventing prejudice.

The Deep Guard has been developed by a research team, headed by Dr. Gulelum bendiab and Yasmin have been led by Electronics Department under the leadership of Namani University of frores mentori In Algeria, and included Dr. Stavrose shials From the University Payment Research Center and Computing school

Dr. Shiles said: “It would be a continuous challenge to spot fake images with human eye with technical abilities ever developed. The images of manipulated images pose a significant threat to our privacy and safety as they can be used to create documents for blackmail, reduce elections, electronic evidence and damage can be proved wrong, and even by adults, children can be used to harm children. People are also making disgruntled profits on social media platforms such as tickets, where the images of the model are being converted into characters in sports or in various scenarios for entertainment.

“Deep Guard, and future repetitions, in a wide range of references, should prove to be a valuable safety measure to verify images, including those in the video.”

ResearchPublished in the journal of information safety and applications, will support more academic research in this field, Additional dataset available for academics,

During its development, the team reviewed and analyzed methods for both image manipulation and detection, especially focused on fake images associated with face and physical changes. He considered 255 research articles published between 2016 and 2023, examining various techniques to detect manipulated images – such as expression, posture, voice, or other faces or changes in physical features.

Ends ends

For more information: Diana Lihi, PR and Press Officer, Partsmouth University. Email: (Email protected)

Editors notes

Anyone who has access to an image or images, which they believe that is associated with illegal activity Police fraud and cyber security unit Or, if it is a child or an adult safety issue, to contact your local police constables on a non-exclusive 101 telephone number. If a child or adult is in an immediate threat to damage, the emergency number 999 should be used.

About Portsmouth University

• University of portsmouth Innovative teaching, excellent teaching results and globally important research and innovation is a progressive and dynamic university with reputation.

• We have a 5 star rating in the QS World University rankings and one of the top 5 young universities in the UK which is based on the Times Higher Education Young University rankings.

• Our Research and innovation The effect remains in the future today and in the future. Researchers work closely with business, industry and public sector to solve local, national and global challenges in science, technology, humanities, business and creative industries.

• Our world class research is valid by us Impressive Research Excellence Infrastructure (Ref) Results Where Portsmouth was ranked third in all modern UK universities for research power in the Times Higher Education Ref Rankings.

• http://www.port.ac.uk/

to follow @portsmouthuni But x | Read news on port.ac.uk/news-events-and-Blog/News Listen to UOP Life solved Podcast on ACAST | Find out what is port.ac.uk/news-events-and-Blog/events