The course Deepfakes and Disinformation: Identification and Prevention using AI offers specialised training in the analysis, detection and prevention of content manipulated using artificial intelligence. Through a technical and ethical approach, participants will understand how deepfakes, how the digital disinformation and which tools based on Forensic AI exist to verify the authenticity of audiovisual content. In addition, the following will be addressed technology and cybersecurity strategies aimed at safeguarding the integrity of information and strengthening trust in digital media.
Cross-cutting
AI Academy
8 am
Deepfakes and disinformation: identification and prevention using AI
AI Academy
8 am
Introduction
Objectives
-
Understanding the technical and conceptual principles behind the deepfakes and its relationship with the digital disinformation.
-
To analyse the ethical, social and communicative impact of the summary content.
-
Finding out about the main ones techniques and algorithms for detecting deepfakes AI-based.
-
Apply forensic methods for the verification of manipulated images, audio and video.
-
Design prevention, authentication and early warning strategies in the face of media manipulation.
Table of Contents
TEACHING UNIT 1: THE BASICS OF DEEPFAKES AND MISINFORMATION
1. Definition and distinction between deepfakes and cheapfakes
2. Technical principles behind the creation of deepfakes
3. The digital disinformation ecosystem
4. The evolution of voice and image synthesis technology
TEACHING UNIT 2. FORENSIC ANALYSIS FOR THE IDENTIFICATION OF SYNTHETIC CONTENT
1. Visual and auditory techniques for detecting anomalies in deepfakes
2. Introduction to the analysis of metadata in audio and video files
3. AI algorithms for the automated detection of deepfakes
4. Identification of facial and vocal manipulation patterns
5. Forensic analysis tools for verifying the authenticity of media
TEACHING UNIT 3: TECHNOLOGICAL AND SAFETY STRATEGIES FOR PREVENTION
1. Methods for identity verification and digital content authentication
2. Use of digital watermarks and cryptographic signatures to ensure media integrity
3. AI in the development of fact-checking platforms
4. Early warning and real-time detection systems on online platforms
5. Self-regulation on social media and technological responsibility
More related courses
Cross-cutting
Cross-cutting
Cross-cutting
Your questions answered
Why choose Educa.Pro?
Educa.Pro enables organisations to centralise training management, personalise learning and gain clear insights into the impact of training programmes. Thanks to its AI-powered technology, organisations can optimise their learning strategies, enhance talent development and make data-driven decisions.
Can the courses be taken at your own pace?
Yes. Most of the courses on Educa.Pro are self-paced and on-demand, allowing users to progress at their own pace without missing out on progress tracking or assessments, which makes it easier to fit them around work or study commitments.
What levels of security and compliance does the platform offer?
Educa.Pro complies with security standards designed to protect user and organisational data. Furthermore, it supports the traceability of certifications, digital signatures and the management of assessments, thereby ensuring regulatory and legal compliance in both educational and corporate environments.
What support and guidance does Educa.Pro offer?
The Educa.Pro team offers comprehensive support throughout implementation, roll-out and adoption, ensuring that organisations get the most out of the platform and achieve measurable results from day one.