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

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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 58 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 115 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 76 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