AIセキュリティポータルbot

Act as a Honeytoken Generator! An Investigation into Honeytoken Generation with Large Language Models

Authors: Daniel Reti, Norman Becker, Tillmann Angeli, Anasuya Chattopadhyay, Daniel Schneider, Sebastian Vollmer, Hans D. Schotten | Published: 2024-04-24
LLM Performance Evaluation
Honeypot Technology
Prompt Injection
2024.04.24 2025.05.27
Literature Database

zkLLM: Zero Knowledge Proofs for Large Language Models

Authors: Haochen Sun, Jason Li, Hongyang Zhang | Published: 2024-04-24
Prompt Injection
Computational Efficiency
Watermark Robustness
2024.04.24 2025.05.27
Literature Database

Collaborative Heterogeneous Causal Inference Beyond Meta-analysis

Authors: Tianyu Guo, Sai Praneeth Karimireddy, Michael I. Jordan | Published: 2024-04-24
Algorithm
Watermarking
Bias
2024.04.24 2025.05.27
Literature Database

MISLEAD: Manipulating Importance of Selected features for Learning Epsilon in Evasion Attack Deception

Authors: Vidit Khazanchi, Pavan Kulkarni, Yuvaraj Govindarajulu, Manojkumar Parmar | Published: 2024-04-24 | Updated: 2024-05-02
Model Interpretability
Attack Method
Adversarial Training
2024.04.24 2025.05.27
Literature Database

Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models

Authors: Jiaming He, Wenbo Jiang, Guanyu Hou, Wenshu Fan, Rui Zhang, Hongwei Li | Published: 2024-04-23 | Updated: 2025-01-08
LLM Security
Backdoor Attack
Poisoning
2024.04.23 2025.05.27
Literature Database

A Customer Level Fraudulent Activity Detection Benchmark for Enhancing Machine Learning Model Research and Evaluation

Authors: Phoebe Jing, Yijing Gao, Xianlong Zeng | Published: 2024-04-23
Watermarking
Data Privacy Assessment
Machine Learning Method
2024.04.23 2025.05.27
Literature Database

Chain of trust: Unraveling references among Common Criteria certified products

Authors: Adam Janovsky, Łukasz Chmielewski, Petr Svenda, Jan Jancar, Vashek Matyas | Published: 2024-04-22 | Updated: 2024-08-19
Dependency Risk Assessment
Evaluation Method
Watermark Evaluation
2024.04.22 2025.05.27
Literature Database

Protecting Your LLMs with Information Bottleneck

Authors: Zichuan Liu, Zefan Wang, Linjie Xu, Jinyu Wang, Lei Song, Tianchun Wang, Chunlin Chen, Wei Cheng, Jiang Bian | Published: 2024-04-22 | Updated: 2024-10-10
LLM Security
Prompt Injection
Compliance with Ethical Guidelines
2024.04.22 2025.05.27
Literature Database

Competition Report: Finding Universal Jailbreak Backdoors in Aligned LLMs

Authors: Javier Rando, Francesco Croce, Kryštof Mitka, Stepan Shabalin, Maksym Andriushchenko, Nicolas Flammarion, Florian Tramèr | Published: 2024-04-22 | Updated: 2024-06-06
LLM Security
Backdoor Attack
Prompt Injection
2024.04.22 2025.05.27
Literature Database

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

Authors: Anselm Paulus, Arman Zharmagambetov, Chuan Guo, Brandon Amos, Yuandong Tian | Published: 2024-04-21
LLM Security
Prompt Injection
Prompt Engineering
2024.04.21 2025.05.27
Literature Database
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