LLMs for Cyber Security: New Opportunities

17 April 2024

Papers citing "LLMs for Cyber Security: New Opportunities"

29 / 29 papers shown

Title
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 111 41 0 08 May 2024
AutoCodeRover: Autonomous Program Improvement Yuntong Zhang Haifeng Ruan Zhiyu Fan Abhik Roychoudhury 95 68 0 08 Apr 2024
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement Nicholas Lee Thanakul Wattanawong Sehoon Kim K. Mangalam Sheng Shen Gopala Anumanchipalli Michael W. Mahoney Kurt Keutzer A. Gholami 95 52 0 22 Mar 2024
KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection Yuexin Li Chengyu Huang Shumin Deng Mei Lin Lock Tri Cao Nay Oo Hoon Wei Lim Bryan Hooi 94 20 0 04 Mar 2024
ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection Takashi Koide Naoki Fukushi Hiroki Nakano Daiki Chiba 81 32 0 28 Feb 2024
Exploring the Adversarial Capabilities of Large Language Models Lukas Struppek Minh Hieu Le Dominik Hintersdorf Kristian Kersting ELM AAML 52 4 0 14 Feb 2024
Scaling Up LLM Reviews for Google Ads Content Moderation Wei Qiao Tushar Dogra Otilia Stretcu Yu-Han Lyu Tiantian Fang ... Chih-Chun Chia Ariel Fuxman Fangzhou Wang Ranjay Krishna Mehmet Tek 62 13 0 07 Feb 2024
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations Hakan Inan Kartikeya Upasani Jianfeng Chi Rashi Rungta Krithika Iyer ... Michael Tontchev Qing Hu Brian Fuller Davide Testuggine Madian Khabsa AI4MH 161 459 0 07 Dec 2023
HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs) Tarek Ali Panos Kostakos 67 41 0 27 Sep 2023
SurrogatePrompt: Bypassing the Safety Filter of Text-To-Image Models via Substitution Zhongjie Ba Jieming Zhong Jiachen Lei Pengyu Cheng Qinglong Wang Zhan Qin Peng Kuang Kui Ren 65 22 0 25 Sep 2023
Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic Yuqi Qing Qilei Yin Xinhao Deng Yihao Chen Zhuotao Liu Kun Sun Ke Xu Jia Zhang Qi Li AAML 97 17 0 09 Sep 2023
Certifying LLM Safety against Adversarial Prompting Aounon Kumar Chirag Agarwal Suraj Srinivas Aaron Jiaxun Li Soheil Feizi Himabindu Lakkaraju AAML 99 193 0 06 Sep 2023
Attacking logo-based phishing website detectors with adversarial perturbations Jehyun Lee Zhe Xin Melanie Ng Pei See Kanav Sabharwal Giovanni Apruzzese D. Divakaran AAML 57 8 0 18 Aug 2023
You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content Xinlei He Savvas Zannettou Yun Shen Yang Zhang CLL 41 42 0 10 Aug 2023
Fuzz4All: Universal Fuzzing with Large Language Models Chun Xia Matteo Paltenghi Jia Le Tian Michael Pradel Lingming Zhang ELM 67 119 0 09 Aug 2023
Guarding the Guardians: Automated Analysis of Online Child Sexual Abuse J. Puentes Angela Castillo Wilmar Osejo Yuly Calderón Viviana Quintero L. Saldarriaga D. Agudelo Pablo Arbelaez 53 2 0 07 Aug 2023
MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots Gelei Deng Yi Liu Yuekang Li Kailong Wang Ying Zhang Zefeng Li Haoyu Wang Tianwei Zhang Yang Liu SILM 83 133 0 16 Jul 2023
Prompt Injection attack against LLM-integrated Applications Yi Liu Gelei Deng Yuekang Li Kailong Wang Zihao Wang ... Tianwei Zhang Yepang Liu Haoyu Wang Yanhong Zheng Yang Liu SILM 108 361 0 08 Jun 2023
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance Chenxi Whitehouse Monojit Choudhury Alham Fikri Aji SyDa LRM 78 74 0 23 May 2023
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection Kai Greshake Sahar Abdelnabi Shailesh Mishra C. Endres Thorsten Holz Mario Fritz SILM 131 497 0 23 Feb 2023
Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks Daniel Kang Xuechen Li Ion Stoica Carlos Guestrin Matei A. Zaharia Tatsunori Hashimoto AAML 94 253 0 11 Feb 2023
A Watermark for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Jonathan Katz Ian Miers Tom Goldstein VLM WaLM 100 504 0 24 Jan 2023
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng Martin Michalski Jiaxin Huang Yu Zhang Tarek Abdelzaher Jiawei Han VLM 106 49 0 06 Nov 2022
Understanding HTML with Large Language Models Izzeddin Gur Ofir Nachum Yingjie Miao Mustafa Safdari Austin Huang Aakanksha Chowdhery Sharan Narang Noah Fiedel Aleksandra Faust AI4CE 193 71 0 08 Oct 2022
Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants Gustavo Sandoval Hammond Pearce Teo Nys Ramesh Karri S. Garg Brendan Dolan-Gavitt ELM 67 96 0 20 Aug 2022
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models Weiyan Shi Ryan Shea Si-An Chen Chiyuan Zhang R. Jia Zhou Yu AAML 69 41 0 15 Apr 2022
Is GitHub's Copilot as Bad as Humans at Introducing Vulnerabilities in Code? Owura Asare M. Nagappan Nirmal Asokan 77 112 0 10 Apr 2022
Examining Zero-Shot Vulnerability Repair with Large Language Models Hammond Pearce Benjamin Tan Baleegh Ahmad Ramesh Karri Brendan Dolan-Gavitt AAML ELM 69 208 0 03 Dec 2021
GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection Q. Nguyen Kar Wai Lim D. Divakaran K. H. Low M. Chan DRL 47 137 0 15 Mar 2019