AIセキュリティポータルbot

Robust Distortion-free Watermarks for Language Models

Authors: Rohith Kuditipudi, John Thickstun, Tatsunori Hashimoto, Percy Liang | Published: 2023-07-28 | Updated: 2024-06-06
Text Perturbation Method
Digital Watermarking for Generative AI
Statistical Hypothesis Testing
2023.07.28 2025.05.28
Literature Database

Universal and Transferable Adversarial Attacks on Aligned Language Models

Authors: Andy Zou, Zifan Wang, Nicholas Carlini, Milad Nasr, J. Zico Kolter, Matt Fredrikson | Published: 2023-07-27 | Updated: 2023-12-20
LLM Security
Prompt Injection
Inappropriate Content Generation
2023.07.27 2025.05.28
Literature Database

Backdoor Attacks for In-Context Learning with Language Models

Authors: Nikhil Kandpal, Matthew Jagielski, Florian Tramèr, Nicholas Carlini | Published: 2023-07-27
LLM Security
Backdoor Attack
Prompt Injection
2023.07.27 2025.05.28
Literature Database

Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance

Authors: Savino Dambra, Yufei Han, Simone Aonzo, Platon Kotzias, Antonino Vitale, Juan Caballero, Davide Balzarotti, Leyla Bilge | Published: 2023-07-27
File Analysis Method
Feature Selection Method
Malware Detection with Limited Samples
2023.07.27 2025.05.28
Literature Database

Unveiling Security, Privacy, and Ethical Concerns of ChatGPT

Authors: Xiaodong Wu, Ran Duan, Jianbing Ni | Published: 2023-07-26
LLM Security
Prompt Injection
Inappropriate Content Generation
2023.07.26 2025.05.28
Literature Database

Integration of Digital Twin and Federated Learning for Securing Vehicular Internet of Things

Authors: Deepti Gupta, Shafika Showkat Moni, Ali Saman Tosun | Published: 2023-07-25
Anomaly Detection Method
Vehicle Network
Federated Learning
2023.07.25 2025.05.28
Literature Database

The GANfather: Controllable generation of malicious activity to improve defence systems

Authors: Ricardo Ribeiro Pereira, Jacopo Bono, João Tiago Ascensão, David Aparício, Pedro Ribeiro, Pedro Bizarro | Published: 2023-07-25
Cybersecurity
Data Generation
Classification of Malicious Actors
2023.07.25 2025.05.28
Literature Database

Accuracy Improvement in Differentially Private Logistic Regression: A Pre-training Approach

Authors: Mohammad Hoseinpour, Milad Hoseinpour, Ali Aghagolzadeh | Published: 2023-07-25 | Updated: 2024-02-12
Data Privacy Assessment
Improvement of Learning
2023.07.25 2025.05.28
Literature Database

Malware Resistant Data Protection in Hyper-connected Networks: A survey

Authors: Jannatul Ferdous, Rafiqul Islam, Maumita Bhattacharya, Md Zahidul Islam | Published: 2023-07-24
Cybersecurity
Malware Propagation Means
Classification of Malicious Actors
2023.07.24 2025.05.28
Literature Database

Why Don’t You Clean Your Glasses? Perception Attacks with Dynamic Optical Perturbations

Authors: Yi Han, Matthew Chan, Eric Wengrowski, Zhuohuan Li, Nils Ole Tippenhauer, Mani Srivastava, Saman Zonouz, Luis Garcia | Published: 2023-07-24 | Updated: 2023-07-27
Attack Method
Adversarial Example
Physical attack
2023.07.24 2025.05.28
Literature Database
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