SoK: Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency

no code implementations • 29 Feb 2024 • Akila Wickramasekara, Frank Breitinger, Mark Scanlon

The growing number of cases requiring digital forensic analysis raises concerns about law enforcement's ability to conduct investigations promptly.

Identifying document similarity using a fast estimation of the Levenshtein Distance based on compression and signatures

no code implementations • 21 Jul 2023 • Peter Coates, Frank Breitinger

In this paper, we present a novel concept that allows estimating the Levenshtein Distance: the algorithm first compresses documents to signatures (similar to hash values) using a user-defined compression ratio.

ChatGPT for Digital Forensic Investigation: The Good, The Bad, and The Unknown

1 code implementation • 10 Jul 2023 • Mark Scanlon, Frank Breitinger, Christopher Hargreaves, Jan-Niclas Hilgert, John Sheppard

The disruptive application of ChatGPT (GPT-3. 5, GPT-4) to a variety of domains has become a topic of much discussion in the scientific community and society at large.

Anomaly Detection Code Generation

Towards AI Forensics: Did the Artificial Intelligence System Do It?

no code implementations • 27 May 2020 • Johannes Schneider, Frank Breitinger

Artificial intelligence (AI) makes decisions impacting our daily lives in an increasingly autonomous manner.

Self-Learning