Explainable artificial intelligence for digital forensics

Explainable artificial intelligence for digital forensics - Hall - 2022

This opinion letter will discuss both practical and novel ideas as well as controversial points for leveraging XAI to improve the efficacy of digital forensic ...

Explainable artificial intelligence for digital forensics - Hall

Abstract. EXplainable artificial intelligence (XAI) is an emerging research area relating to the creation of machine learning algorithms from ...

Explainable digital forensics AI: Towards mitigating distrust in AI ...

This paper examines the issues with closed-box models; the goals; and methods of explainability/interpretability.

[PDF] Explainable Artificial Intelligence for Digital Forensics

This book chapter investigates the opportunities and challenges of developing interactive and eXplainable Artificial Intelligence (XAI) systems to support ...

Explainable Artificial Intelligence for Digital Forensics - IntechOpen

This book chapter investigates the opportunities and challenges of developing interactive and eXplainable Artificial Intelligence (XAI) systems to support ...

Explainable Digital Forensics AI: Towards Mitigating Distrust in AI ...

Abstract. The present level of skepticism expressed by courts, legal practitioners, and the general public over Artificial Intelligence (AI) based digital ...

Explainable artificial intelligence for digital forensics | Request PDF

Request PDF | Explainable artificial intelligence for digital forensics | EXplainable artificial intelligence (XAI) is an emerging research ...

A Proof of Concept Implementation of Explainable Artificial ...

Explainable Artificial Intelligence (XAI) has been a subject of much research related to its potential to have a transformative impact on ...

(PDF) Explainable Artificial Intelligence for Digital Forensics

This book chapter investigates the opportunities and challenges of developing interactive and eXplainable Artificial Intelligence (XAI) systems to support ...

XAI-CF – Examining the Role of Explainable Artificial Intelligence in ...

XAI adds transparency and accountability to an AI system and helps create trustworthy AI. This helps a human investigator to understand and validate AI systems/ ...

Towards a unified XAI-based framework for digital forensic ...

Explainable Artificial Intelligence (XAI) aims to alleviate the black-box AI conundrum in the field of Digital Forensics (DF) (and others) by providing ...

SIFT: Sifting file types—application of explainable artificial ...

Artificial Intelligence (AI) is being applied to improve the efficiency of software systems used in various domains, especially in the ...

XAI-CF -- Examining the Role of Explainable Artificial Intelligence in ...

Abstract:With the rise of complex cyber devices Cyber Forensics (CF) is facing many new challenges. For example, there are dozens of systems ...

The Role of AI in Forensics | Marymount University

AI technology has the capability of automating analysis by gathering and interpreting large volumes of digital data, which can include emails, ...

Explainable Artificial Intelligence in CyberSecurity: A Survey

Abstract: Nowadays, Artificial Intelligence (AI) is widely applied in every area of human being's daily life. Despite the AI benefits, ...

EVALUATING THE USE OF AI IN DIGITAL EVIDENCE AND ...

It is expected that a hallmark of any AI tool that will be used to produce admissible evidence be Explainable AI. To be considered Explainable ...

znbkhld/XAI-DF-Project: Explainable Artificial Intelligence ... - GitHub

The XAI-DF project is initiated as an open-source resource of digital forensic images to be utilized for (but not limited to) training XAI models used in DF ...

A Proof of Concept Implementation of Explainable Artificial ...

This research first examines the concept of XAI and what it could accomplish in the Digital Forensics field.

Applications and Challenges of Artificial Intelligence for Digital ...

Here, AI has the potential to enable cybersecurity personnel and investigative bodies to collect and analyze evidence in ways and on scales that ...

What is Forensic AI? Automation in Digital Forensics

Machine learning models can be trained to recognize particular digital artifacts, such as images, text, or patterns of malicious activity.