Fundamentals of Generative Large Language Models and Perspectives in
Cyber-Defense

Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense

21 March 2023

Andrei Kucharavy

Ljiljana Dolamic

Remi Sabonnadiere

Dimitri Percia David

Vincent Lenders

ArXiv (abs)PDF HTML

Papers citing "Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense"

17 / 17 papers shown

Title
MM-AttacKG: A Multimodal Approach to Attack Graph Construction with Large Language Models Yongheng Zhang Xinyun Zhao Yunshan Ma Haokai Ma Yingxiao Guan Guozheng Yang Yuliang Lu Xiang Wang 12 0 0 20 Jun 2025
Digital Forensics in the Age of Large Language Models Zhipeng Yin Zichong Wang Weifeng Xu Jun Zhuang Pallab Mozumder Antoinette Smith Wenbin Zhang AILaw 81 2 0 03 Apr 2025
Generative AI for Internet of Things Security: Challenges and Opportunities Yan Lin Aung Ivan Christian Ye Dong Xiaodong Ye Sudipta Chattopadhyay Jianying Zhou 100 1 0 13 Feb 2025
Evaluating Large Language Models' Capability to Launch Fully Automated Spear Phishing Campaigns: Validated on Human Subjects Fred Heiding Simon Lermen Andrew Kao B. Schneier A. Vishwanath 159 9 0 30 Nov 2024
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning Maxime Méloux Christophe Cerisara KELM CLL 84 0 0 30 Aug 2024
Foundation Models for Autonomous Robots in Unstructured Environments Hossein Naderi Alireza Shojaei Lifu Huang LM&Ro 86 0 0 19 Jul 2024
Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls Pedro Miguel Sánchez Sánchez Alberto Huertas Celdrán Gérome Bovet Gregorio Martínez Pérez 58 11 0 15 May 2024
AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models Yongheng Zhang Tingwen Du Yunshan Ma Xiang Wang Yi Xie Guozheng Yang Yuliang Lu Ee-Chien Chang 53 4 0 08 May 2024
Synthetic Image Generation in Cyber Influence Operations: An Emergent Threat? Melanie Mathys Marco Willi Michael Graber Raphael Meier 61 2 0 18 Mar 2024
Asset-centric Threat Modeling for AI-based Systems Jan von der Assen Jamo Sharif Chao Feng Christian Killer Gérome Bovet Burkhard Stiller 24 4 0 11 Mar 2024
Exploring Advanced Methodologies in Security Evaluation for LLMs Junming Huang Jiawei Zhang Qi Wang Weihong Han Yanchun Zhang 102 0 0 28 Feb 2024
Large Language Models in Cybersecurity: State-of-the-Art Farzad Nourmohammadzadeh Motlagh Mehrdad Hajizadeh Mehryar Majd Pejman Najafi Feng Cheng Christoph Meinel ELM 113 48 0 30 Jan 2024
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature Maxime Wursch Andrei Kucharavy Dimitri Percia David Alain Mermoud 71 6 0 12 Dec 2023
Digital Twins and the Future of their Use Enabling Shift Left and Shift Right Cybersecurity Operations Ahmad Mohsin Helge Janicke Surya Nepal David Holmes 22 5 0 24 Sep 2023
Devising and Detecting Phishing: Large Language Models vs. Smaller Human Models Fredrik Heiding B. Schneier A. Vishwanath Jeremy Bernstein Peter S. Park 71 31 0 23 Aug 2023
Anatomy of an AI-powered malicious social botnet Kai-Cheng Yang Filippo Menczer DeLMO 82 74 0 30 Jul 2023
"HOT" ChatGPT: The promise of ChatGPT in detecting and discriminating hateful, offensive, and toxic comments on social media Lingyao Li Lizhou Fan Shubham Atreja Libby Hemphill AI4MH 99 97 0 20 Apr 2023

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.