SecureBERT: A Domain-Specific Language Model for Cybersecurity

6 April 2022

Papers citing "SecureBERT: A Domain-Specific Language Model for Cybersecurity"

34 / 34 papers shown

Title
From Texts to Shields: Convergence of Large Language Models and Cybersecurity Tao Li Ya-Ting Yang Yunian Pan Quanyan Zhu 39 0 0 01 May 2025
Malware Detection at the Edge with Lightweight LLMs: A Performance Evaluation Christian Rondanini B. Carminati E. Ferrari Antonio Gaudiano Ashish Kundu 58 0 0 06 Mar 2025
Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training Yao-Ching Yu Tsun-Han Chiang Cheng-Wei Tsai Chien-Ming Huang Wen-Kwang Tsao 66 6 0 16 Feb 2025
BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction Alaeddine Diaf Abdelaziz Amara Korba Nour El Islem Karabadji Y. Ghamri-Doudane 33 3 0 03 Jan 2025
Automated CVE Analysis: Harnessing Machine Learning In Designing Question-Answering Models For Cybersecurity Information Extraction Tanjim Bin Faruk 70 0 0 21 Dec 2024
Labeling NIDS Rules with MITRE ATT&CK Techniques: Machine Learning vs. Large Language Models Nir Daniel Florian Klaus Kaiser Shay Giladi Sapir Sharabi Raz Moyal Shalev Shpolyansky Andres Murillo Aviad Elyashar Rami Puzis AAML 57 0 0 14 Dec 2024
A Cascade Approach for APT Campaign Attribution in System Event Logs: Technique Hunting and Subgraph Matching Yi-Ting Huang Y. Guo Guo-Wei Wong M. Chen 23 1 0 29 Oct 2024
Chasing the Shadows: TTPs in Action to Attribute Advanced Persistent Threats Nanda Rani Bikash Saha Vikas Maurya Sandeep Kumar Shukla 25 1 0 24 Sep 2024
Practically implementing an LLM-supported collaborative vulnerability remediation process: a team-based approach Xiaoqing Wang Yuanjing Tian Keman Huang Bin Liang 39 1 0 21 Sep 2024
DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification Abdelkader El Mahdaouy Salima Lamsiyah Meryem Janati Idrissi H. Alami Zakaria Yartaoui Ismail Berrada 21 3 0 13 Sep 2024
Tweezers: A Framework for Security Event Detection via Event Attribution-centric Tweet Embedding Jian Cui Hanna Kim Eugene Jang Dayeon Yim Kicheol Kim Yongjae Lee Jin-Woo Chung Seungwon Shin Xiaojing Liao 48 0 0 12 Sep 2024
CyberPal.AI: Empowering LLMs with Expert-Driven Cybersecurity Instructions Matan Levi Yair Alluouche Daniel Ohayon Anton Puzanov 35 6 0 17 Aug 2024
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation Marco Simoni Andrea Saracino Vinod Puthuvath Maurco Conti 60 2 0 22 Jul 2024
Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models Romy Fieblinger Md Tanvirul Alam Nidhi Rastogi 37 9 0 30 Jun 2024
Evaluating the Efficacy of Foundational Models: Advancing Benchmarking Practices to Enhance Fine-Tuning Decision-Making O. Amujo S. Yang 35 1 0 25 Jun 2024
A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions Mohammed Hassanin Nour Moustafa 40 27 0 23 May 2024
CPE-Identifier: Automated CPE identification and CVE summaries annotation with Deep Learning and NLP Wanyu Hu V. Thing 16 1 0 22 May 2024
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities Hao Zhou Chengming Hu Ye Yuan Yufei Cui Yili Jin ... Di Wu Xue Liu Charlie Zhang Xianbin Wang Jiangchuan Liu 37 62 0 17 May 2024
CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM Urjitkumar Patel Fang-Chun Yeh Chinmay Gondhalekar 29 3 0 10 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 42 29 0 08 May 2024
Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain Eugene Jang Jian Cui Dayeon Yim Youngjin Jin Jin-Woo Chung Seung-Eui Shin Yongjae Lee 65 2 0 15 Mar 2024
TTPXHunter: Actionable Threat Intelligence Extraction as TTPs from Finished Cyber Threat Reports Nanda Rani Bikash Saha Vikas Maurya Sandeep K. Shukla 33 7 0 05 Mar 2024
GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations Jinhao Duan Renming Zhang James Diffenderfer B. Kailkhura Lichao Sun Elias Stengel-Eskin Mohit Bansal Tianlong Chen Kaidi Xu ELM LRM 34 58 0 19 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 52 43 0 30 Jan 2024
IoT in the Era of Generative AI: Vision and Challenges Xin Wang Zhongwei Wan Arvin Hekmati M. Zong Samiul Alam Mi Zhang Bhaskar Krishnamachari 32 15 0 03 Jan 2024
SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification Xuemei Li Huirong Fu 14 4 0 19 Nov 2023
Automated CVE Analysis for Threat Prioritization and Impact Prediction Ehsan Aghaei E. Al-Shaer W. Shadid Xi Niu 8 4 0 06 Sep 2023
CVE-driven Attack Technique Prediction with Semantic Information Extraction and a Domain-specific Language Model Ehsan Aghaei E. Al-Shaer 21 3 0 06 Sep 2023
Time for aCTIon: Automated Analysis of Cyber Threat Intelligence in the Wild G. Siracusano D. Sanvito Roberto González Manikantan Srinivasan Sivakaman Kamatchi Wataru Takahashi Masaru Kawakita Takahiro Kakumaru R. Bifulco 30 15 0 14 Jul 2023
Revolutionizing Cyber Threat Detection with Large Language Models: A privacy-preserving BERT-based Lightweight Model for IoT/IIoT Devices M. Ferrag Mthandazo Ndhlovu Norbert Tihanyi Lucas C. Cordeiro Merouane Debbah Thierry Lestable Narinderjit Singh Thandi 26 74 0 25 Jun 2023
On the Uses of Large Language Models to Interpret Ambiguous Cyberattack Descriptions Reza Fayyazi S. Yang 21 14 0 24 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 33 126 0 30 May 2023
Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database Anders Molmen Host Pierre Lison Leon Moonen 16 2 0 30 Apr 2023
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 304 6,996 0 20 Apr 2018