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

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

A holistic, generalized, yet exhaustive framework detailing the workflow of XAI for DF is proposed for standardization.

Towards a Unified XAI-based Framework for Digital Forensic ...

Towards a Unified XAI-based Framework for Digital Forensic Investigations ... Keywords: Explainable Artificial Intelligence, XAI, Digital forensics, XAI-DF ...

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

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

Forensic Science International: Digital Investigation | DFRWS APAC ...

Towards a unified XAI-based framework for digital forensic investigations. Zainab Khalid, Farkhund Iqbal, Benjamin C.M. Fung. Article 301806: View PDF. Article ...

XAI-DF holistic framework. | Download Scientific Diagram

Download scientific diagram | XAI-DF holistic framework. from publication: Towards a unified XAI-based framework for digital forensic investigations ...

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

NOTE: Reference Research Article: "Towards a Unified XAI-based Framework for Digital Forensic Investigations". The XAI-DF project is initiated as an ...

APAC 2024 Program - DFRWS

Towards a Unified XAI-based Framework for Digital Forensic Investigations, Zainab Khalid and Farkhund Iqbal. 15:00, Break. 15:30, Afternoon Session Session ...

Explainable artificial intelligence for digital forensics | Request PDF

For example, Griffeye 4 is a tool that uses AI to classify images. ... Towards a unified XAI-based framework for digital forensic investigations.

Forensic Science International: Digital Investigation - Scilit

Towards a unified XAI-based framework for digital forensic investigations. by Zainab Khalid, Farkhund Iqbal, Benjamin C.M. Fung. Open Access. Website · Google ...

Towards a unified agent-based approach for real time computer ...

Towards a unified agent-based approach for real time computer forensic evidence collection ... NET 2010 framework includes six modules.

[PDF] Towards a Unified Forensic Investigation Framework of ...

Architecture and design of process based framework for mobile forensics (PBFMF). Masoud Al Tawqi. Computer Science. 2018. TLDR. There is a need for a set of ...

XAI Handbook: Towards a Unified Framework for Explainable AI

Computer Science > Artificial Intelligence. arXiv:2105.06677 (cs). [Submitted on 14 May 2021]. Title:XAI Handbook: Towards a Unified Framework for ...

Towards a Unified Forensic Investigation Framework of Smartphones

5, no. 2, pp. 351-355, 2013. PREVIOUS PAPER. Low Power FPGA Implementation of Digital FIR Filter Based on ...

Explainable Artificial Intelligence for Digital Forensics - IntechOpen

... forensic reporting and potential for making use of forensic data to pave the way for future research towards XAI-driven digital forensics. Keywords. digital ...

Towards a unified agent-based approach for real time computer ...

In this paper we present initial work on an agent-based framework that is used to log computer activity for subsequent forensic investigation. Our work has ...

Toward a unified and secure approach for extraction of forensic ...

The available solution and research focus is toward digital forensic models and frameworks for IoT environments with limited product-specific ...

A Generic Digital Forensic Investigation Framework for Internet of ...

It is important to note that most of attacks in the IoT based cloud environments are targeted towards the data that is generated in the cloud environment [27].

Towards a unified framework for connectivity that disentangles ...

Towards a unified framework ... Cybersecurity and Digital Forensics, Center for (CDF) ... We derive new connectivity models using random walk theory, based on the ...

Digital Forensics, A Need for Credentials and Standards

... unified framework for collection, reporting, and submission of digital forensic evidence. It would be recommended that more efforts be directed towards ...

A UML-Based Approach for Analysing Potential Digital Forensic ...

A Unified Modeling Language (UML)-based approach that can be used to model a digital forensic analysis of Potential Digital Evidence (PDE) and how the ...