Large Language Models for Cyber Security: A Systematic Literature Review

Large Language Models for Cyber Security: A Systematic Literature Review

8 May 2024

Shenao Wang

Kailong Wang

Yang Liu

Haoyu Wang

Papers citing "Large Language Models for Cyber Security: A Systematic Literature Review"

19 / 19 papers shown

Title
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report Paul Kassianik Baturay Saglam Alexander Chen Blaine Nelson Anu Vellore ... Hyrum Anderson Kojin Oshiba Omar Santos Yaron Singer Amin Karbasi PILM 56 0 0 28 Apr 2025
Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions Shumaila Javaid R. A. Khalil Nasir Saeed Bin He Mohamed-Slim Alouini 32 8 0 05 Jul 2024
Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs Shiwen Shan Yintong Huo Yuxin Su Yichen Li Dan Li Zibin Zheng 22 13 0 31 Mar 2024
Large Language Models for Blockchain Security: A Systematic Literature Review Zheyuan He Zihao Li Sen Yang Ao Qiao Xiaosong Zhang Xiapu Luo Ting Chen Ting Chen PILM 42 14 0 21 Mar 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Tianhao Liao Zhe Xu Ying Shen LLMAG LRM 47 57 0 28 Feb 2024
Generative AI in EU Law: Liability, Privacy, Intellectual Property, and Cybersecurity Claudio Novelli F. Casolari Philipp Hacker Giorgio Spedicato Luciano Floridi AILaw SILM 42 41 0 14 Jan 2024
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 201 283 0 03 May 2023
FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems Liam Daly Manocchio S. Layeghy Wai Weng Lo Gayan K. Kulatilleke Mohanad Sarhan Marius Portmann 23 42 0 28 Apr 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 123 593 0 26 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 203 2,232 0 22 Mar 2023
Invalidator: Automated Patch Correctness Assessment via Semantic and Syntactic Reasoning Thanh Le-Cong Duc M. Luong X. Le David Lo Nhat-Hoa Tran Bui Quang-Huy Quyet-Thang Huynh 16 24 0 03 Jan 2023
On the Impossible Safety of Large AI Models El-Mahdi El-Mhamdi Sadegh Farhadkhani R. Guerraoui Nirupam Gupta L. Hoang Rafael Pinot Sébastien Rouault John Stephan 26 31 0 30 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 201 1,451 0 02 Sep 2021
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 234 447 0 14 Jul 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 80 1,086 0 30 Nov 2018