Prompt Injection

Not what you’ve signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection

Authors: Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, Christoph Endres, Thorsten Holz, Mario Fritz | Published: 2023-02-23 | Updated: 2023-05-05
Indirect Prompt Injection
Prompt Injection
Malicious Prompt
2023.02.23 2025.05.28
Literature Database

Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective

Authors: Baoyuan Wu, Zihao Zhu, Li Liu, Qingshan Liu, Zhaofeng He, Siwei Lyu | Published: 2023-02-19 | Updated: 2024-01-04
Backdoor Attack
Prompt Injection
Poisoning Attack
2023.02.19 2025.05.28
Literature Database

Large Language Models for Code: Security Hardening and Adversarial Testing

Authors: Jingxuan He, Martin Vechev | Published: 2023-02-10 | Updated: 2024-08-16
Security Assurance
Prompt Injection
Vulnerability Analysis
2023.02.10 2025.05.28
Literature Database

CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models

Authors: Hossein Hajipour, Keno Hassler, Thorsten Holz, Lea Schönherr, Mario Fritz | Published: 2023-02-08 | Updated: 2023-10-23
Code Generation
Prompt Injection
Vulnerability Analysis
2023.02.08 2025.05.28
Literature Database

A Watermark for Large Language Models

Authors: John Kirchenbauer, Jonas Geiping, Yuxin Wen, Jonathan Katz, Ian Miers, Tom Goldstein | Published: 2023-01-24 | Updated: 2024-05-01
Watermarking
Prompt Injection
Analysis of Detection Methods
2023.01.24 2025.05.28
Literature Database

Efficient Attack Detection in IoT Devices using Feature Engineering-Less Machine Learning

Authors: Arshiya Khan, Chase Cotton | Published: 2023-01-09
IoT Device Identification
Prompt Injection
Malicious Package Detection
2023.01.09 2025.05.28
Literature Database

IronForge: An Open, Secure, Fair, Decentralized Federated Learning

Authors: Guangsheng Yu, Xu Wang, Caijun Sun, Qin Wang, Ping Yu, Wei Ni, Ren Ping Liu, Xiwei Xu | Published: 2023-01-07
Privacy Enhancing Technology
Prompt Injection
Reward Mechanism Design
2023.01.07 2025.05.28
Literature Database

Constitutional AI: Harmlessness from AI Feedback

Authors: Yuntao Bai, Saurav Kadavath, Sandipan Kundu, Amanda Askell, Jackson Kernion, Andy Jones, Anna Chen, Anna Goldie, Azalia Mirhoseini, Cameron McKinnon, Carol Chen, Catherine Olsson, Christopher Olah, Danny Hernandez, Dawn Drain, Deep Ganguli, Dustin Li, Eli Tran-Johnson, Ethan Perez, Jamie Kerr, Jared Mueller, Jeffrey Ladish, Joshua Landau, Kamal Ndousse, Kamile Lukosuite, Liane Lovitt, Michael Sellitto, Nelson Elhage, Nicholas Schiefer, Noemi Mercado, Nova DasSarma, Robert Lasenby, Robin Larson, Sam Ringer, Scott Johnston, Shauna Kravec, Sheer El Showk, Stanislav Fort, Tamera Lanham, Timothy Telleen-Lawton, Tom Conerly, Tom Henighan, Tristan Hume, Samuel R. Bowman, Zac Hatfield-Dodds, Ben Mann, Dario Amodei, Nicholas Joseph, Sam McCandlish, Tom Brown, Jared Kaplan | Published: 2022-12-15
Alignment
Prompt Injection
Performance Evaluation
2022.12.15 2025.05.28
Literature Database

PhishClone: Measuring the Efficacy of Cloning Evasion Attacks

Authors: Arthur Wong, Alsharif Abuadbba, Mahathir Almashor, Salil Kanhere | Published: 2022-09-04
Website Cloning Technology
Detection Rate of Phishing Attacks
Prompt Injection
2022.09.04 2025.05.28
Literature Database

Generative Adversarial Networks and Image-Based Malware Classification

Authors: Huy Nguyen, Fabio Di Troia, Genya Ishigaki, Mark Stamp | Published: 2022-06-08
Prompt Injection
Malware Propagation Means
Image Forensics
2022.06.08 2025.05.28
Literature Database
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