Editor's Picks
Best Talks at DFDS 2025 (DFRWS Doctoral Symposium)
Hand-picked from in-depth reviewer verdicts — the top 4 talks from this conference. Skip the noise, find the signal.
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1
Advancing Event Reconstruction in Network Forensics: Extending and Evaluating SMB Command Fingerprinting
Jan-Niclas Hilgert
In the realm of digital forensics, reconstructing user actions from network traffic presents a significant challenge, especially as file systems and access methods evolve. This talk, presented by Jan-Niclas Hilgert at DFDS, introduces and thoroughly evaluates an advanced…
0 Dr. Zero STRONG ACCEPT ★★★★☆ H Heather Calloway SOLID ★★★☆☆ -
2
Concealing targeted attacks on the TLSH similarity digest scheme
Gábor Fuchs
In the realm of digital forensics and malware analysis, **similarity digest schemes**, often referred to as **fuzzy hashes**, play a crucial role in identifying and classifying related files. Unlike traditional cryptographic hashes, which produce vastly different outputs for…
0 Dr. Zero STRONG ACCEPT ★★★★☆ H Heather Calloway SOLID ★★★☆☆ -
3
AutoDFBench: A Framework for AI Generated Digital Forensic Code and Tool Testing and Evaluation
Akila Wickramasekara
In the rapidly evolving landscape of digital forensics, the sheer volume of digital evidence necessitates increasingly efficient and automated solutions. Akila Wickramasekara, a doctoral researcher at University College Dublin, presented "AutoDFBench: A Framework for AI…
0 Dr. Zero SOLID ★★★☆☆ H Heather Calloway SOLID ★★★☆☆ -
4
Exploring Dataset Diversity for GenAI Image Inpainting Localisation in Digital Forensics
Matthew Thomson
In an era increasingly shaped by synthetic media, the ability to accurately detect and localize manipulations made by Generative Artificial Intelligence (GenAI) has become paramount for digital forensics. Matthew Thomson, a doctoral researcher at Edinburgh Napier University…
0 Dr. Zero SOLID ★★★☆☆ H Heather Calloway SOLID ★★★☆☆