PhD Studentship: Deepfake Detection with Continual Learning

2 weeks ago


Southampton, Southampton, United Kingdom University of Southampton Full time

Supervisory Team:

Asst. Prof. Dr. Zhiwu Huang, Dr. Prof. Jonathon Hare, and Dr. Asst. Prof. Xiaohao Cai

Project description

As AI-generated deepfakes pose significant threats to truth and authenticity, this PhD project stands at the forefront of technological innovation and ethical responsibility. Focusing specifically on detecting deepfakes crafted using advanced methods like DALL-E3, this project's objective is to address the pressing need to safeguard digital integrity. By concentrating on evolving generative models and language-driven techniques, this project aims to develop advanced continual learning algorithms that not only unravel the complexities of evolving language-driven deepfakes but also prevent the negative effects of memory loss in the learning process. The approaches will go beyond conventional methods with inspiration from the remarkable language understanding abilities of ChatGPT to integrate innovative language-driven detection techniques. This project is expected to serve as a beacon, pioneering the way forward in the realm of deepfake detection. By bridging the gap between evolving generative models and language-driven techniques, it aims to set new standards in the field, ensuring not just technological advancement but also the responsible and ethical use of AI-driven technologies in society.

The Vision, Learning, and Control (VLC) group at the School of Electronics and Computer Science (ECS), University of Southampton, is opening two PhD positions. We cordially invite individuals who are passionate to the realms of computer vision and machine learning to apply for these positions. The successful candidates will be engaged into the cutting-edge research within the supportive and collaborative environment of the VLC group.

If you wish to discuss any details of the project informally, please contact Asst. Prof. Dr. Zhiwu Huang, VLC Research Group, Email: .

Entry Requirements

A very good undergraduate degree (at least a UK 2:1 honours degree, or its international equivalent).

Closing date:

Applications should be received no later than 31 August 2024 for standard admissions, but later applications may be considered depending on the funds remaining in place.

Funding:

For UK students, Tuition Fees and a stipend of £18,622 tax-free per annum for up to 3.5 years.

How To Apply

Apply online: Search for a Postgraduate Programme of Study ). Select programme type (Research), 2024/25, Faculty of Physical Sciences and Engineering, next page select "PhD Computer Science (Full time)". In Section 2 of the application form you should insert the name of the supervisor Zhiwu Huang

Applications should include:

  • Research Proposal
  • Curriculum Vitae
  • Two reference letters
  • Degree Transcripts/Certificates to date

For further information please contact: feps-pgr-

The School of Electronics & Computer Science is committed to promoting equality, diversity inclusivity as demonstrated by our Athena SWAN award. We welcome all applicants regardless of their gender, ethnicity, disability, sexual orientation or age, and will give full consideration to applicants seeking flexible working patterns and those who have taken a career break. The University has a generous maternity policy, onsite childcare facilities, and offers a range of benefits to help ensure employees' well-being and work-life balance. The University of Southampton is committed to sustainability and has been awarded the Platinum EcoAward.

For UK students, Tuition Fees and a stipend of £18,622 tax-free per annum for up to 3.5 years



  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Project title: Challenging Deepfake Voices Supervisory Team: Dr. Jennifer Williams (primary), Prof Richard Guest (secondary)Project description:Fake and synthetic media are becoming a well-known issue in society, from AI regulation and AI safety to protecting democracy from election interference. This exciting PhD project investigates two technical aspects...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Dr Erisa Karafili, Prof. Adam SobeyProject description:Cyber-attack techniques are becoming increasingly sophisticated, breaching even the toughest defenses and requiring smarter, more agile solutions. Current machine learning (ML) algorithms identify and predict threats but rely heavily on past datasets, requiring significant updates....


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Project title: Biometric deepfake to physical attack instrument assessment Supervisory Team: Richard Guest and Jennifer WilliamsProject description:Deepfake technologies have increased the challenges to biometric systems. Generative AI tools are rapidly advancing, enabling the creation of media tuned to descriptive parameters that can be used within...

  • PhD Studentship

    2 weeks ago


    Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisors: Professor Sean Lim and Dr. Eugen Stulz (co-lead)Duration of the award: Four years Project description: The Schools of Medicine and Chemistry are offering a fully funded four-year PhD studentship in interdisciplinary cancer research, starting in October 2024. The highly motivated student will receive high-level interdisciplinary training in DNA...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Joerg FliegePhD Supervisor: Joerg FliegeProject description:This project will consider the development of mathematical models for electronic warfare, specifically electronic attack and electronic surveillance in the radio frequency region of the electromagnetic spectrum, with the scope of interest covering communications, active sensing...

  • PhD Studentship

    2 weeks ago


    Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Chris-Kriton Skylaris (80%) Jeremy Frey (20%)Project description:Density Functional Theory (DFT) calculations are typically limited to tens of atoms due to the steep increase of the computational effort with the number of atoms. Recent developments have led to "linear-scaling" reformulations of DFT which allow calculations with thousands of...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: V. Sassone and B. HalakPhD Supervisor: Vlad SassoneProject description:We are looking for a high quality student with knowledge, expertise and interest in cyber security, game design and education for a multi-disciplinary PhD aimed at creating innovative resources for cyber security education using serious games. A specific but not...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Rand Ismaeel, Milos NedeljkovicProject descriptionThis exciting multidisciplinary PhD project aims to develop a new class of marine sensors based on cutting-edge MID-IR silicon photonics research. The ocean, which acts as an environmental buffer by absorbing heat and carbon dioxide (CO2) from human activity such as burning fossil fuels and...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Rand Ismaeel, Milos NedeljkovicProject descriptionThis exciting multidisciplinary PhD project aims to develop a new class of marine sensors based on cutting-edge MID-IR silicon photonics research. The ocean, which acts as an environmental buffer by absorbing heat and carbon dioxide (CO2) from human activity such as burning fossil fuels and...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Dr Erisa Karafili, Dr Basel HalakPhD Supervisor: Erisa KarafiliProject description:Cyber-attacks in multi-domain environments present a critical challenge due to the interconnected nature of modern systems, spanning across the human, cyber and digital aspects. These attacks exploit vulnerabilities across domains, posing significant risks to...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Dr Gustavo de Almeida; Dr Sergio MaldonadoProject description:Applications are invited for a fully funded PhD position on the investigation of novel design methods to improve the resilience of submerged infrastructure (i.e. bridge piers, wind turbines) subject to hydrodynamic action (e.g. currents and waves).Many critical submerged...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Dr Afaf El-Sagheer and Dr Sandra WilksPhD Supervisor: Afaf El-SagheerProject description:A fully-funded 4 year PhD studentship is available for drug discovery research on Antimicrobial Resistance (AMR) at the University of Southampton. The project is highly multidisciplinary and will pioneer discoveries of novel therapeutics.Antimicrobial...

  • PhD Studentship

    2 weeks ago


    Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Ioannis ZeimpekisProject description:Revolutionising the semiconductor industry with next generation 2D materials and devices.Moore's Law is currently being challenged with Nvidia CEO recently claiming it is over. The scaling of transistors cannot continue due to physical limitations of silicon posing a threat to the sustainable evolution...

  • PhD Studentship

    7 days ago


    Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Benjamin CameronProject descriptionThis PhD is focussed on a new theoretical/computational method to measure material properties in places where they are really difficult to measure: e.g. in a shock wave, in a shear band, or at a crack tip. These are all of critical importance in many engineering problems such as car crashes, manufacturing...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Dr Seung Lee (School of Chemistry), Prof. Jeremy Webb (School of Biological Sciences and National Biofilms Innovation Centre), Prof. Paul Stoodley (University of Southampton), Dr Rob Howlin (Haleon, industry), Dr David Bradshaw and Dr Ricarda Hawkins (Haleon, industry) Project Description:A fully-funded 4 year National Biofilms Innovation...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    PhD Supervisor: Dr Seung Lee Supervisory Team: Dr Seung Lee (School of Chemistry), Prof. Jeremy Webb (School of Biological Sciences and national Biofilms Innovation Centre), Prof. Paul Stoodley (University of Southampton and Ohio State University)Project description:A fully-funded 4 year PhD studentship (Institute for Life Sciences studentship) for research...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Dr Basel Halak, Dr Erisa KarafiliProject description:This PhD project focuses on developing strategies to secure digital infrastructures against the imminent threats posed by quantum computers.Quantum computing technology, leveraging Shor's algorithm, is expected to dismantle existing public-key cryptography. This jeopardizes the security...

  • PhD Studentship

    2 weeks ago


    Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Dr N.C. Townsend, Prof D.A. Hudson and Dr J.A. Bowker (industrial)Project descriptionShip model testing is expensive and time consuming. Can we derive hydrodynamic seakeeping and manoeuvring characteristics with focused datasets, eliminating time consuming single variable investigations?In this PhD program you will develop and test novel...

  • PhD Studentship

    2 weeks ago


    Southampton, Southampton, United Kingdom University of Southampton Full time

    Supervisory Team: Dr N.C. Townsend, Prof D.A. Hudson and Dr J.A. Bowker (industrial)Project descriptionShip model testing is expensive and time consuming. Can we derive hydrodynamic seakeeping and manoeuvring characteristics with focused datasets, eliminating time consuming single variable investigations?In this PhD program you will develop and test novel...


  • Southampton, Southampton, United Kingdom University of Southampton Full time

    PhD Supervisors: Andy Clarkson and Jacob MackenzieSupervisory Team: Prof Andy Clarkson and Dr Jacob MackenzieProject description:A fully funded PhD project with a stipend of £23,600 (tax-free) p.a. is available to investigate power scaling approaches for fibre lasers operating in the two-micron wavelength band. Two-micron fibre laser technology has the...