Digital Forensics in the Age of Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Yin, Zhipeng, Wang, Zichong, Xu, Weifeng, Zhuang, Jun, Mozumder, Pallab, Smith, Antoinette, Zhang, Wenbin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ForensicsData: A Digital Forensics Dataset for Large Language Models
by: Chakir, Youssef, et al.
Published: (2025)
by: Chakir, Youssef, et al.
Published: (2025)
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency
by: Wickramasekara, Akila, et al.
Published: (2024)
by: Wickramasekara, Akila, et al.
Published: (2024)
DFIR-Metric: A Benchmark Dataset for Evaluating Large Language Models in Digital Forensics and Incident Response
by: Cherif, Bilel, et al.
Published: (2025)
by: Cherif, Bilel, et al.
Published: (2025)
Digital and Web Forensics Model Cards, V1
by: Di Maio, Paola
Published: (2025)
by: Di Maio, Paola
Published: (2025)
Invariant-based Robust Weights Watermark for Large Language Models
by: Guo, Qingxiao, et al.
Published: (2025)
by: Guo, Qingxiao, et al.
Published: (2025)
Evaluating the Reliability of Digital Forensic Evidence Discovered by Large Language Model: A Case Study
by: Khatiwala, Jeel Piyushkumar, et al.
Published: (2026)
by: Khatiwala, Jeel Piyushkumar, et al.
Published: (2026)
Chances and Challenges of the Model Context Protocol in Digital Forensics and Incident Response
by: Hilgert, Jan-Niclas, et al.
Published: (2025)
by: Hilgert, Jan-Niclas, et al.
Published: (2025)
A Survey: Towards Privacy and Security in Mobile Large Language Models
by: Xu, Honghui, et al.
Published: (2025)
by: Xu, Honghui, et al.
Published: (2025)
DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models
by: Xu, Honghui, et al.
Published: (2025)
by: Xu, Honghui, et al.
Published: (2025)
GhostCite: A Large-Scale Analysis of Citation Validity in the Age of Large Language Models
by: Xu, Zuyao, et al.
Published: (2026)
by: Xu, Zuyao, et al.
Published: (2026)
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics
by: Jia, Shan, et al.
Published: (2024)
by: Jia, Shan, et al.
Published: (2024)
DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models
by: Yin, Zhenyu, et al.
Published: (2024)
by: Yin, Zhenyu, et al.
Published: (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
by: Michelet, Gaëtan, et al.
Published: (2025)
by: Michelet, Gaëtan, et al.
Published: (2025)
Machine Learning and Deep Learning Techniques used in Cybersecurity and Digital Forensics: a Review
by: Fattahi, Jaouhar
Published: (2024)
by: Fattahi, Jaouhar
Published: (2024)
An Engorgio Prompt Makes Large Language Model Babble on
by: Dong, Jianshuo, et al.
Published: (2024)
by: Dong, Jianshuo, et al.
Published: (2024)
Empowering Future Cybersecurity Leaders: Advancing Students through FINDS Education for Digital Forensic Excellence
by: Hariprasad, Yashas, et al.
Published: (2026)
by: Hariprasad, Yashas, et al.
Published: (2026)
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration
by: Zeng, Ziqian, et al.
Published: (2024)
by: Zeng, Ziqian, et al.
Published: (2024)
Now You Hear Me: Audio Narrative Attacks Against Large Audio-Language Models
by: Yu, Ye, et al.
Published: (2026)
by: Yu, Ye, et al.
Published: (2026)
MEraser: An Effective Fingerprint Erasure Approach for Large Language Models
by: Zhang, Jingxuan, et al.
Published: (2025)
by: Zhang, Jingxuan, et al.
Published: (2025)
A Survey of Attacks on Large Language Models
by: Xu, Wenrui, et al.
Published: (2025)
by: Xu, Wenrui, et al.
Published: (2025)
PiCo: Jailbreaking Multimodal Large Language Models via Pictorial Code Contextualization
by: Liu, Aofan, et al.
Published: (2025)
by: Liu, Aofan, et al.
Published: (2025)
AISA: Awakening Intrinsic Safety Awareness in Large Language Models against Jailbreak Attacks
by: Song, Weiming, et al.
Published: (2026)
by: Song, Weiming, et al.
Published: (2026)
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis
by: Wang, Jianwei, et al.
Published: (2025)
by: Wang, Jianwei, et al.
Published: (2025)
LLM-PBE: Assessing Data Privacy in Large Language Models
by: Li, Qinbin, et al.
Published: (2024)
by: Li, Qinbin, et al.
Published: (2024)
Recent Advances in Attack and Defense Approaches of Large Language Models
by: Cui, Jing, et al.
Published: (2024)
by: Cui, Jing, et al.
Published: (2024)
CORVUS: Red-Teaming Hallucination Detectors via Internal Signal Camouflage in Large Language Models
by: Min, Nay Myat, et al.
Published: (2026)
by: Min, Nay Myat, et al.
Published: (2026)
LOCARD: An Agentic Framework for Blockchain Forensics
by: Yu, Xiaohang, et al.
Published: (2026)
by: Yu, Xiaohang, et al.
Published: (2026)
Sequential Comics for Jailbreaking Multimodal Large Language Models via Structured Visual Storytelling
by: Zhang, Deyue, et al.
Published: (2025)
by: Zhang, Deyue, et al.
Published: (2025)
SoK: Semantic Privacy in Large Language Models
by: Ma, Baihe, et al.
Published: (2025)
by: Ma, Baihe, et al.
Published: (2025)
Large Language Models for Cyber Security: A Systematic Literature Review
by: Xu, Hanxiang, et al.
Published: (2024)
by: Xu, Hanxiang, et al.
Published: (2024)
The Security Threat of Compressed Projectors in Large Vision-Language Models
by: Zhang, Yudong, et al.
Published: (2025)
by: Zhang, Yudong, et al.
Published: (2025)
SoK: a Comprehensive Causality Analysis Framework for Large Language Model Security
by: Zhao, Wei, et al.
Published: (2025)
by: Zhao, Wei, et al.
Published: (2025)
Large Language Model based Smart Contract Auditing with LLMBugScanner
by: Yuan, Yining, et al.
Published: (2025)
by: Yuan, Yining, et al.
Published: (2025)
Q-MLLM: Vector Quantization for Robust Multimodal Large Language Model Security
by: Zhao, Wei, et al.
Published: (2025)
by: Zhao, Wei, et al.
Published: (2025)
Attack-Resistant Watermarking for AIGC Image Forensics via Diffusion-based Semantic Deflection
by: Liu, Qingyu, et al.
Published: (2026)
by: Liu, Qingyu, et al.
Published: (2026)
An Identity and Interaction Based Network Forensic Analysis
by: Clarke, Nathan, et al.
Published: (2025)
by: Clarke, Nathan, et al.
Published: (2025)
SAID: Safety-Aware Intent Defense via Prefix Probing for Large Language Models
by: Chen, Yulong, et al.
Published: (2025)
by: Chen, Yulong, et al.
Published: (2025)
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models
by: Li, Xi, et al.
Published: (2024)
by: Li, Xi, et al.
Published: (2024)
Large Language Model Watermark Stealing With Mixed Integer Programming
by: Zhang, Zhaoxi, et al.
Published: (2024)
by: Zhang, Zhaoxi, et al.
Published: (2024)
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly
by: Yao, Yifan, et al.
Published: (2023)
by: Yao, Yifan, et al.
Published: (2023)
Similar Items
-
ForensicsData: A Digital Forensics Dataset for Large Language Models
by: Chakir, Youssef, et al.
Published: (2025) -
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency
by: Wickramasekara, Akila, et al.
Published: (2024) -
DFIR-Metric: A Benchmark Dataset for Evaluating Large Language Models in Digital Forensics and Incident Response
by: Cherif, Bilel, et al.
Published: (2025) -
Digital and Web Forensics Model Cards, V1
by: Di Maio, Paola
Published: (2025) -
Invariant-based Robust Weights Watermark for Large Language Models
by: Guo, Qingxiao, et al.
Published: (2025)