Copertina

Towards a standardized methodology and dataset for evaluating LLM-based digital forensic timeline analysis

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Studiawan, Hudan, Breitinger, Frank, Scanlon, Mark
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Cryptography and Security
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

SoK: Timeline based event reconstruction for digital forensics: Terminology, methodology, and current challenges
di: Breitinger, Frank, et al.
Pubblicazione: (2025)

Evaluating tamper resistance of digital forensic artifacts during event reconstruction
di: Vanini, Céline, et al.
Pubblicazione: (2024)

Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency
di: Wickramasekara, Akila, et al.
Pubblicazione: (2024)

DFRWS EU 10-Year Review and Future Directions in Digital Forensic Research
di: Breitinger, Frank, et al.
Pubblicazione: (2023)

AutoDFBench 1.0: A Benchmarking Framework for Digital Forensic Tool Testing and Generated Code Evaluation
di: Wickramasekara, Akila, et al.
Pubblicazione: (2025)

Defining Atomicity (and Integrity) for Snapshots of Storage in Forensic Computing
di: Ottmann, Jenny, et al.
Pubblicazione: (2025)

What's Next, Cloud? A Forensic Framework for Analyzing Self-Hosted Cloud Storage Solutions
di: Külper, Michael, et al.
Pubblicazione: (2025)

Forensic analysis of iOS binary cookie files
di: Hudan Studiawan
Pubblicazione: (2024)

Hey GPT-OSS, Looks Like You Got It -- Now Walk Me Through It! An Assessment of the Reasoning Language Models Chain of Thought Mechanism for Digital Forensics
di: Michelet, Gaëtan, et al.
Pubblicazione: (2025)

Systematic Literature Review of EM-SCA Attacks on Encryption
di: Zunaidi, Muhammad Rusyaidi, et al.
Pubblicazione: (2024)

Strategies and Challenges of Timestamp Tampering for Improved Digital Forensic Event Reconstruction (extended version)
di: Vanini, Céline, et al.
Pubblicazione: (2024)

Recent Advances in Digital Image and Video Forensics, Anti-forensics and Counter Anti-forensics
di: Al-Fehani, Maryam, et al.
Pubblicazione: (2024)

Towards a Re-evaluation of Data Forging Attacks in Practice
di: Suliman, Mohamed, et al.
Pubblicazione: (2024)

Towards automated formal security analysis of SAML V2.0 Web Browser SSO standard -- the POST/Artifact use case
di: Hartl, Zvonimir, et al.
Pubblicazione: (2024)

SoK: Understanding Anti-Forensics Concepts and Research Practices Across Forensic Subdomains
di: Schneider, Janine, et al.
Pubblicazione: (2026)

Dark patterns in e-commerce: a dataset and its baseline evaluations
di: Yada, Yuki, et al.
Pubblicazione: (2022)

Towards evaluations-based safety cases for AI scheming
di: Balesni, Mikita, et al.
Pubblicazione: (2024)

Is merging worth it? Securely evaluating the information gain for causal dataset acquisition
di: Fawkes, Jake, et al.
Pubblicazione: (2024)

CICAPT-IIOT: A provenance-based APT attack dataset for IIoT environment
di: Ghiasvand, Erfan, et al.
Pubblicazione: (2024)

PQC standards alternatives -- reliable semantically secure key encapsulation mechanism and digital signature protocols using the rank-deficient matrix power function
di: Hecht, Juan Pedro, et al.
Pubblicazione: (2026)

Characterizing Polkadot's Transactions Ecosystem: methodology, tools, and insights
di: Caprolu, Maurantonio, et al.
Pubblicazione: (2024)

OpenClaw PRISM: A Zero-Fork, Defense-in-Depth Runtime Security Layer for Tool-Augmented LLM Agents
di: Li, Frank
Pubblicazione: (2026)

TeleAI-Safety: A comprehensive LLM jailbreaking benchmark towards attacks, defenses, and evaluations
di: Chen, Xiuyuan, et al.
Pubblicazione: (2025)

An algorithm for forensic toolmark comparisons
di: Cuellar, Maria, et al.
Pubblicazione: (2023)

An LLM Agent-based Framework for Whaling Countermeasures
di: Miyamoto, Daisuke, et al.
Pubblicazione: (2026)

Towards LLM-Based Analysis of Virtualization-Obfuscated Code through Automated Data Generation
di: An, Sangjun, et al.
Pubblicazione: (2026)

LLM-based event log analysis techniques: A survey
di: Akhtar, Siraaj, et al.
Pubblicazione: (2025)

Evaluating LLM-based Personal Information Extraction and Countermeasures
di: Liu, Yupei, et al.
Pubblicazione: (2024)

Towards Centralized Orchestration of Cyber Protection Condition (CPCON)
di: Timmons, Mark, et al.
Pubblicazione: (2025)

Neutralization of IMU-Based GPS Spoofing Detection using external IMU sensor and feedback methodology
di: Jung, Ji Hyuk, et al.
Pubblicazione: (2025)

Provable DI-QRNG protocols based on self-testing methodologies in preparation and measure scenario
di: Samanta, Asmita, et al.
Pubblicazione: (2025)

Systematic review and characterisation of malicious industrial network traffic datasets
di: Dobler, Martin, et al.
Pubblicazione: (2024)

Towards Real-World Industrial-Scale Verification: LLM-Driven Theorem Proving on seL4
di: Zhang, Jianyu, et al.
Pubblicazione: (2026)

Practically implementing an LLM-supported collaborative vulnerability remediation process: a team-based approach
di: Wang, Xiaoqing, et al.
Pubblicazione: (2024)

EXTree: Towards Supporting Explainability in Attribute-based Access Control
di: Chowdary, Shanampudi Pranaya, et al.
Pubblicazione: (2026)

Towards Action Hijacking of Large Language Model-based Agent
di: Zhang, Yuyang, et al.
Pubblicazione: (2024)

DMind Benchmark: Toward a Holistic Assessment of LLM Capabilities across the Web3 Domain
di: Huang, Enhao, et al.
Pubblicazione: (2025)

TrojanLoC: LLM-based Framework for RTL Trojan Localization
di: Xiao, Weihua, et al.
Pubblicazione: (2025)

Construction and Evaluation of LLM-based agents for Semi-Autonomous penetration testing
di: Kobayashi, Masaya, et al.
Pubblicazione: (2025)

CLASP: Cost-Optimized LLM-based Agentic System for Phishing Detection
di: Trad, Fouad, et al.
Pubblicazione: (2025)