GView: A Survey of Binary Forensics via Visual, Semantic, and AI-Enhanced Analysis

Cybersecurity threats continue to become more sophisticated and diverse in their artifacts, boosting both their volume and complexity.To overcome those challenges, we present GView, an opensource forensic analysis framework with visual and AI-enhanced reasoning.It started with focus on the practical cybersecurity industry.It has evolved significantly, incorporating large language models (LLMs) to dynamically enhance reasoning and ease the forensic workflows.This paper surveys both the current state of GView with its published papers and work that is currently under review.It also includes its innovative use of logical inference through predicates and inference rules for both the analyzed documents and the user's actions for better suggestions.We highlight the extensible architecture, showcasing its potential as a bridge between the practical forensics world with the academic research.

Authors

Institutions

Publication Details

Journal
Electronic Proceedings in Theoretical Computer Science
Published
2025-09-15
DOI
https://doi.org/10.4204/eptcs.427.9
Primary Topic
Digital Media Forensic Detection
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

GView: A Survey of Binary Forensics via Visual, Semantic, and AI-Enhanced Analysis

Dragoş Teodor Gavriluţ, Raul Zaharia, Gheorghiţă Mutu
Electronic Proceedings in Theoretical Computer Science
Digital Media Forensic Detection
article

GView: A Survey of Binary Forensics via Visual, Semantic, and AI-Enhanced Analysis

Dragoş Teodor Gavriluţ, Raul Zaharia, Gheorghiţă Mutu
article en

Abstract

Cybersecurity threats continue to become more sophisticated and diverse in their artifacts, boosting both their volume and complexity.To overcome those challenges, we present GView, an opensource forensic analysis framework with visual and AI-enhanced reasoning.It started with focus on the practical cybersecurity industry.It has evolved significantly, incorporating large language models (LLMs) to dynamically enhance reasoning and ease the forensic workflows.This paper surveys both the current state of GView with its published papers and work that is currently under review.It also includes its innovative use of logical inference through predicates and inference rules for both the analyzed documents and the user's actions for better suggestions.We highlight the extensible architecture, showcasing its potential as a bridge between the practical forensics world with the academic research.

Electronic Proceedings in Theoretical Computer ScienceVol. 427
Alexandru Ioan Cuza University (RO)
Openalex Percentile: Top 76%
Digital Media Forensic Detection
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.