Out of the Cage: How Stochastic Parrots Win in Cyber Security
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Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments

23 August 2023

Sebastian Garcia

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Papers citing "Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments"

15 / 15 papers shown

Title
Getting pwn'd by AI: Penetration Testing with Large Language Models A. Happe Jürgen Cito 75 83 0 24 Jul 2023
NASimEmu: Network Attack Simulator & Emulator for Training Agents Generalizing to Novel Scenarios Jaromír Janisch Tomávs Pevný Viliam Lisý 70 18 0 26 May 2023
Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents Zihao Wang Shaofei Cai Guanzhou Chen Hoang Trung-Dung Xiaojian Ma Yitao Liang LM&Ro LLMAG 109 340 0 03 Feb 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 436 2,976 0 06 Oct 2022
Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation A. Andrew Samuel Spillard Joshua Collyer Neil Dhir 71 34 0 25 Jul 2022
Transformer-Based Language Models for Software Vulnerability Detection Chandra Thapa Seung Ick Jang Muhammad Ejaz Ahmed S. Çamtepe J. Pieprzyk Surya Nepal 79 97 0 07 Apr 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 845 9,683 0 28 Jan 2022
Benchmarking the Spectrum of Agent Capabilities Danijar Hafner ELM 88 140 0 14 Sep 2021
CybORG: A Gym for the Development of Autonomous Cyber Agents Maxwell Standen Martin Lucas David Bowman Toby J. Richer Junae Kim Damian A. Marriott 50 78 0 20 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 236 5,665 0 07 Jul 2021
Finding Effective Security Strategies through Reinforcement Learning and Self-Play K. Hammar Rolf Stadler AAML 52 62 0 17 Sep 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 488 20,342 0 23 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 686 24,557 0 26 Jul 2019
Autonomous Penetration Testing using Reinforcement Learning Jonathon Schwartz H. Kurniawati OffRL 48 92 0 15 May 2019
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 129 12,269 0 19 Dec 2013

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