Advanced methods for deepfake detection and classification 2024_RTDA_DEIB_1

Updated: 12 days ago
Job Type: FullTime
Deadline: 23 May 2024

4 May 2024
Job Information
Organisation/Company

Politecnico di Milano
Research Field

Engineering
Researcher Profile

Recognised Researcher (R2)
Leading Researcher (R4)
First Stage Researcher (R1)
Established Researcher (R3)
Country

Italy
Application Deadline

23 May 2024 - 23:59 (UTC)
Type of Contract

Temporary
Job Status

Full-time
Hours Per Week

00
Offer Starting Date

1 Jan 1970
Is the job funded through the EU Research Framework Programme?

Not funded by an EU programme
Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

A deepfake is a type of (multi)media content manipulated in a hyper-realistic manner through the use of artificial intelligence (AI) and deep learning techniques. The goal of the research activity is to develop advanced forensic techniques to detect whether a (multi)media content has been totally (or partially) synthetically generated through the use of AI and deep learning. The techniques will exploit both advanced notions of signal processing and machine learning. The activities will involve the analysis of image, audio, and video content, with particular attention to processing in the time domain. For example, for video content, the most advanced analyses are based on frame-by-frame processing followed by simple fusion strategies. A more holistic approach will be developed that looks jointly at the inconsistency in spatial and temporal dimensions. The activity is in full compliance with the principles of Spoke 2 - PNRR PESERICS Funded by the European Union - NextGenerationEU.


Requirements
Research Field
Agricultural sciences » Other
Education Level
PhD or equivalent

Languages
ENGLISH
Level
Good

Additional Information
Work Location(s)
Number of offers available
1
Company/Institute
Politecnico di Milano
Country
Italy
City
Milano
Geofield


Where to apply
Website

https://www.polimi.it/en/bandi-per-i-ricercatori-pnrr

Contact
City

Milano
Website

https://www.polimi.it/en/bandi-per-i-ricercatori-pnrr
E-Mail

[email protected]

STATUS: EXPIRED

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