Prompt Injection

KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection

Authors: Yuexin Li, Chengyu Huang, Shumin Deng, Mei Lin Lock, Tri Cao, Nay Oo, Hoon Wei Lim, Bryan Hooi | Published: 2024-03-04 | Updated: 2024-06-15
Phishing Detection
Brand Recognition Problem
Prompt Injection
2024.03.04 2025.05.27
Literature Database

Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks

Authors: Sayedeh Leila Noorbakhsh, Binghui Zhang, Yuan Hong, Binghui Wang | Published: 2024-03-04
Privacy Protection Method
Prompt Injection
Membership Inference
2024.03.04 2025.05.27
Literature Database

Using LLMs for Tabletop Exercises within the Security Domain

Authors: Sam Hays, Jules White | Published: 2024-03-03
Cybersecurity
Tabletop Exercise Challenges
Prompt Injection
2024.03.03 2025.05.27
Literature Database

AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks

Authors: Jiacen Xu, Jack W. Stokes, Geoff McDonald, Xuesong Bai, David Marshall, Siyue Wang, Adith Swaminathan, Zhou Li | Published: 2024-03-02
LLM Security
Prompt Injection
Attack Method
2024.03.02 2025.05.27
Literature Database

Teach LLMs to Phish: Stealing Private Information from Language Models

Authors: Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal | Published: 2024-03-01
Backdoor Attack
Phishing Detection
Prompt Injection
2024.03.01 2025.05.27
Literature Database

PRSA: PRompt Stealing Attacks against Large Language Models

Authors: Yong Yang, Changjiang Li, Yi Jiang, Xi Chen, Haoyu Wang, Xuhong Zhang, Zonghui Wang, Shouling Ji | Published: 2024-02-29 | Updated: 2024-06-08
LLM Performance Evaluation
Prompt Injection
Prompt Engineering
2024.02.29 2025.05.27
Literature Database

Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction

Authors: Tong Liu, Yingjie Zhang, Zhe Zhao, Yinpeng Dong, Guozhu Meng, Kai Chen | Published: 2024-02-28 | Updated: 2024-06-10
LLM Security
LLM Performance Evaluation
Prompt Injection
2024.02.28 2025.05.27
Literature Database

ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection

Authors: Takashi Koide, Naoki Fukushi, Hiroki Nakano, Daiki Chiba | Published: 2024-02-28 | Updated: 2024-08-23
Phishing Detection
Prompt Injection
Email Security
2024.02.28 2025.05.27
Literature Database

Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models

Authors: Mingjia Huo, Sai Ashish Somayajula, Youwei Liang, Ruisi Zhang, Farinaz Koushanfar, Pengtao Xie | Published: 2024-02-28 | Updated: 2024-06-06
Watermarking
Prompt Injection
Multi-Objective Optimization
2024.02.28 2025.05.27
Literature Database

LLMs Can Defend Themselves Against Jailbreaking in a Practical Manner: A Vision Paper

Authors: Daoyuan Wu, Shuai Wang, Yang Liu, Ning Liu | Published: 2024-02-24 | Updated: 2024-03-04
LLM Security
Prompt Injection
Prompt Engineering
2024.02.24 2025.05.27
Literature Database
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