ZeroLeak: Using LLMs for Scalable and Cost Effective Side-Channel Patching

24 August 2023

Papers citing "ZeroLeak: Using LLMs for Scalable and Cost Effective Side-Channel Patching"

28 / 28 papers shown

Title
RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot Spandan Garg Roshanak Zilouchian Moghaddam Neel Sundaresan 159 10 0 10 Jan 2025
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 115 41 0 08 May 2024
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 403 12,076 0 18 Jul 2023
(Security) Assertions by Large Language Models Rahul Kande Hammond Pearce Benjamin Tan Brendan Dolan-Gavitt Shailja Thakur Ramesh Karri Jeyavijayan Rajendran Texas AM University 93 52 0 24 Jun 2023
How Effective Are Neural Networks for Fixing Security Vulnerabilities Yi Wu Nan Jiang H. Pham Thibaud Lutellier Jordan Davis Lin Tan Petr Babkin Sameena Shah AAML 81 94 0 29 May 2023
A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification Norbert Tihanyi Ridhi Jain Yiannis Charalambous M. Ferrag Youcheng Sun Lucas C. Cordeiro 70 57 0 24 May 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,472 0 27 Feb 2023
Fixing Hardware Security Bugs with Large Language Models Baleegh Ahmad Shailja Thakur Benjamin Tan Ramesh Karri Hammond Pearce 76 47 0 02 Feb 2023
The Stack: 3 TB of permissively licensed source code Denis Kocetkov Raymond Li Loubna Ben Allal Jia Li Chenghao Mou ... Sean M. Hughes Thomas Wolf Dzmitry Bahdanau Leandro von Werra H. D. Vries 98 334 0 20 Nov 2022
Microwalk-CI: Practical Side-Channel Analysis for JavaScript Applications Jan Wichelmann Florian Sieck Anna Pätschke T. Eisenbarth 51 22 0 31 Aug 2022
PromptChainer: Chaining Large Language Model Prompts through Visual Programming Tongshuang Wu Ellen Jiang Aaron Donsbach J. Gray A. Molina Michael Terry Carrie J. Cai LLMAG LRM 92 218 0 13 Mar 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 850 9,683 0 28 Jan 2022
Examining Zero-Shot Vulnerability Repair with Large Language Models Hammond Pearce Benjamin Tan Baleegh Ahmad Ramesh Karri Brendan Dolan-Gavitt AAML ELM 74 208 0 03 Dec 2021
AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts Tongshuang Wu Michael Terry Carrie J. Cai LLMAG AI4CE LRM 114 464 0 04 Oct 2021
Break-It-Fix-It: Unsupervised Learning for Program Repair Michihiro Yasunaga Percy Liang 79 109 0 11 Jun 2021
SoK: Practical Foundations for Software Spectre Defenses Sunjay Cauligi Craig Disselkoen D. Moghimi Gilles Barthe D. Stefan 67 47 0 12 May 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 889 42,463 0 28 May 2020
Learning to Fix Build Errors with Graph2Diff Neural Networks Daniel Tarlow Subhodeep Moitra Andrew Rice Zimin Chen Pierre-Antoine Manzagol Charles Sutton E. Aftandilian GNN 115 63 0 04 Nov 2019
Constant-Time Foundations for the New Spectre Era Sunjay Cauligi Craig Disselkoen K. V. Gleissenthall Dean Tullsen D. Stefan Tamara Rezk Gilles Barthe 130 115 0 03 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 689 24,557 0 26 Jul 2019
SpecFuzz: Bringing Spectre-type vulnerabilities to the surface O. Oleksenko Bohdan Trach M. Silberstein Christof Fetzer 53 84 0 24 May 2019
ZombieLoad: Cross-Privilege-Boundary Data Sampling Michael Schwarz Moritz Lipp D. Moghimi Jo Van Bulck Julian Stecklina Thomas Prescher Daniel Gruss 84 424 0 14 May 2019
SPECTECTOR: Principled Detection of Speculative Information Flows Marco Guarnieri Boris Köpf J. Morales Jan Reineke Andrés Sánchez 109 159 0 20 Dec 2018
A Systematic Evaluation of Transient Execution Attacks and Defenses Claudio Canella Jo Van Bulck Michael Schwarz Moritz Lipp Benjamin von Berg Philipp Ortner Frank Piessens Dmitry Evtyushkin Daniel Gruss 70 408 0 13 Nov 2018
MicroWalk: A Framework for Finding Side Channels in Binaries Jan Wichelmann A. Moghimi T. Eisenbarth B. Sunar 53 76 0 16 Aug 2018
oo7: Low-overhead Defense against Spectre Attacks via Program Analysis Guanhua Wang Sudipta Chattopadhyay Ivan Gotovchits T. Mitra Abhik Roychoudhury 71 99 0 16 Jul 2018
Eliminating Timing Side-Channel Leaks using Program Repair Meng Wu Shengjian Guo Patrick Schaumont Chao Wang 59 109 0 06 Jun 2018
Spectre Attacks: Exploiting Speculative Execution P. Kocher Daniel Genkin Daniel Gruss Werner Haas Michael Hamburg Moritz Lipp Stefan Mangard Thomas Prescher Michael Schwarz Y. Yarom SILM 87 2,190 0 03 Jan 2018