AIセキュリティポータルbot

Mondrian: Prompt Abstraction Attack Against Large Language Models for Cheaper API Pricing

Authors: Wai Man Si, Michael Backes, Yang Zhang | Published: 2023-08-07
Watermarking
Prompt Injection
Challenges of Generative Models

PURL: Safe and Effective Sanitization of Link Decoration

Authors: Shaoor Munir, Patrick Lee, Umar Iqbal, Zubair Shafiq, Sandra Siby | Published: 2023-08-07 | Updated: 2024-03-06
Watermarking
Data Protection Method
Data Collection

A reading survey on adversarial machine learning: Adversarial attacks and their understanding

Authors: Shashank Kotyan | Published: 2023-08-07
Adversarial Example
Adversarial Attack Methods
Defense Method

GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis

Authors: Yuqiang Sun, Daoyuan Wu, Yue Xue, Han Liu, Haijun Wang, Zhengzi Xu, Xiaofei Xie, Yang Liu | Published: 2023-08-07 | Updated: 2024-05-06
Watermarking
Vulnerability detection
Static Analysis

Exploiting Code Symmetries for Learning Program Semantics

Authors: Kexin Pei, Weichen Li, Qirui Jin, Shuyang Liu, Scott Geng, Lorenzo Cavallaro, Junfeng Yang, Suman Jana | Published: 2023-08-07 | Updated: 2024-09-08
Program Interpretation Graph
Machine Learning Technology
Vulnerability detection

PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification

Authors: Hongwei Yao, Jian Lou, Kui Ren, Zhan Qin | Published: 2023-08-05 | Updated: 2023-11-28
Soft Prompt Optimization
Prompt Injection
Watermark Robustness

Meta-Analysis and Systematic Review for Anomaly Network Intrusion Detection Systems: Detection Methods, Dataset, Validation Methodology, and Challenges

Authors: Ziadoon K. Maseer, Robiah Yusof, Baidaa Al-Bander, Abdu Saif, Qusay Kanaan Kadhim | Published: 2023-08-05 | Updated: 2023-08-11
Intrusion Detection System
Machine Learning Method
Deep Learning Method

Privacy Preserving In-memory Computing Engine

Authors: Haoran Geng, Jianqiao Mo, Dayane Reis, Jonathan Takeshita, Taeho Jung, Brandon Reagen, Michael Niemier, Xiaobo Sharon Hu | Published: 2023-08-04 | Updated: 2023-08-10
Data Protection Method
Data Collection
Machine Learning Method

Label Inference Attacks against Node-level Vertical Federated GNNs

Authors: Marco Arazzi, Mauro Conti, Stefanos Koffas, Marina Krcek, Antonino Nocera, Stjepan Picek, Jing Xu | Published: 2023-08-04 | Updated: 2024-04-18
Poisoning
Adversarial Attack Methods
Federated Learning

ExploitFlow, cyber security exploitation routes for Game Theory and AI research in robotics

Authors: Víctor Mayoral-Vilches, Gelei Deng, Yi Liu, Martin Pinzger, Stefan Rass | Published: 2023-08-04
Q-Learning Algorithm
Penetration Testing Applicability
Machine Learning Method